[ { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27318 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.557 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.7134 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58875 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48644 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.6381 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.50549 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55185 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.2716 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.55907 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.67745 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55517 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.50121 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.61317 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49006 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.53178 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28178 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.56933 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.67208 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58511 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.52315 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63062 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.51194 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54452 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30263 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.60313 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.70557 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.62645 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54899 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65988 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.55311 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.58053 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33358 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64007 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.74567 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.65673 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5729 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.68332 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59179 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.61837 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33816 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64738 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75209 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66666 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.57766 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.68687 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59785 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62365 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33816 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64738 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75209 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66666 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.57766 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.68687 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59785 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62365 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.09542 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.22909 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.18835 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.24539 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.28906 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.36851 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.19901 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.25006 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.16867 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.37986 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.37533 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41057 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41874 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.50739 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.33807 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.37462 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20372 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44515 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.48296 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.47908 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46053 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.5491 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.39977 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.42887 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.23712 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.51302 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.60301 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.52775 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.49142 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.57868 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44916 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.47908 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25141 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53458 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.63048 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54074 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.50149 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58893 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46618 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49767 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25211 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53568 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.63172 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54215 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.502 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58945 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46702 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49856 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25211 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53568 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.63172 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54215 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.502 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58945 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46702 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49856 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.09542 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.22909 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.18835 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.24539 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.28906 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.36851 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.19901 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.25006 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20943 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.43792 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.41505 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.47438 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.47609 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.56855 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40724 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.43882 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27843 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.54487 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.56331 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.60319 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55878 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.6502 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52433 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5432 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.35154 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.67528 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75144 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.71666 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.63289 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72848 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.64281 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.65766 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.44651 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.77792 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.85826 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.81929 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.71884 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.8044 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.77094 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.77107 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.46751 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.81389 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.88696 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.86978 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.74635 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.822 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.80206 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.79505 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.46751 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.81389 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.88696 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.86978 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.74635 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.822 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.80206 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.79505 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27318 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.557 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.7134 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58875 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48644 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.6381 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.50549 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55185 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.2258 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.43722 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.60906 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.43156 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.31882 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.39413 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.39149 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.39133 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.19078 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.36159 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.53407 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.34915 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.24404 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.28987 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.32305 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.31705 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.13193 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.25031 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.38699 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.21851 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.15028 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.1725 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.20867 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.21084 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.03319 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.05948 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.08849 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.04917 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03397 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.039 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.04897 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.05056 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.0172 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.03059 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.04517 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02564 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.01736 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.0199 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02511 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02598 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00172 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.00306 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.00452 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00256 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.00174 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00199 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00251 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.0026 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27263 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.55762 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.71372 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58875 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48707 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.6381 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.50549 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55126 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34129 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.6487 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.78343 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.67682 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54858 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71531 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.6062 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64509 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.35315 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.65973 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79112 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.69009 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55757 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72451 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.61998 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.65888 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.35775 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.66503 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79423 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.69456 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.56181 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72824 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.6254 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6649 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36059 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.66696 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79559 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.69698 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5646 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72978 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62843 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66734 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36082 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.66728 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79579 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.69735 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.56495 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72992 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62871 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66751 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36082 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.66728 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79579 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.69735 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.56495 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72992 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62871 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66751 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.69653 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6967 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70414 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.74041 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65179 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69296 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.69468 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.73387 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62568 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.6027 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46319 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.57983 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64519 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63241 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.65525 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.69064 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.75457 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60941 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.63354 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.63068 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67265 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.56633 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.60996 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50663 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.50344 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53521 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58797 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65796 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63168 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.65595 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70119 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.75507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62096 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67019 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68318 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.60578 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.64986 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.55456 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.54556 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5775 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61078 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.71222 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.70379 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.71222 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.76477 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.81415 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.66973 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.73986 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.74312 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.74359 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.67146 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.7178 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.61594 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59087 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.6268 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.64191 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.74752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.74748 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.75189 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.79977 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84984 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.70448 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.76807 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.76755 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.76766 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70432 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74512 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.65839 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.63615 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.66636 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66784 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.75386 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.75227 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.75798 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80416 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.85308 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.7119 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77289 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77229 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.77107 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71221 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74891 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6637 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.64498 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67742 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.67446 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.75386 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.75227 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.75798 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80416 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.85308 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.7119 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77289 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77229 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.77107 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71221 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74891 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6637 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.64498 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67742 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.67446 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21685 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.20111 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.21292 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.24707 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.29738 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.27255 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.33192 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.33849 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.37543 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25585 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.33546 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.30253 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.35509 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.26635 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.42173 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.37745 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.40395 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.46867 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.51497 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.45729 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.49885 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.50392 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54464 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.41265 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.50714 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.43405 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45842 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.42313 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55556 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.52413 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.47653 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.50499 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.56752 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.61761 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52632 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.56936 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.57924 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.59518 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.49462 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.56447 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.47801 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.48878 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.48559 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.56801 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.61265 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59788 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.61855 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.6621 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.7222 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.5878 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.63245 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.63951 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.65045 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.56485 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62194 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52075 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.5142 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53255 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58084 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.63035 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.62252 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63925 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.68316 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74265 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60175 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.64633 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.65134 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66157 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.57882 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.63191 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.53615 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.52665 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.54743 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58645 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.63129 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.62325 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64022 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.68387 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74325 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60275 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.64714 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.65191 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66207 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.57995 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.63246 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.53682 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.52757 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.54883 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58707 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.63129 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.62325 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64022 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.68387 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74325 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60275 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.64714 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.65191 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66207 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.57995 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.63246 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.53682 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.52757 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.54883 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58707 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21685 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.20111 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.21292 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.24707 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.29738 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.27255 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.33192 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.33849 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.37543 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25585 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.33546 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.30253 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.35509 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.26635 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.47141 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41256 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.44191 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.51822 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.55192 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.50066 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.5636 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56301 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.59335 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.46825 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.58618 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.5226 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.54649 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.47676 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.68273 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.62623 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.55634 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.58462 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.66228 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.69925 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60947 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69498 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.70855 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68617 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.6228 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.70986 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.63882 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.63749 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.61169 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.73896 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.79345 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.78072 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77644 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.84621 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86985 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73967 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.85536 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.85765 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.82124 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.77753 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.86414 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.78821 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.75445 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.73232 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.83534 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.90385 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.91132 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.90107 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.94686 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.97409 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.85855 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.94581 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.9354 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.89763 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.88879 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.96523 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.94545 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.93942 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87675 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.95181 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.93524 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.9349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.93082 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.96858 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.98868 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.89719 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.96931 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.96148 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.91485 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.92804 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98446 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.97485 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.9911 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.93665 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.99197 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.93524 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.9349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.93082 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.96858 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.98868 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.89719 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.96931 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.96148 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.91485 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.92804 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98446 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.97485 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.9911 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.93665 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.99197 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.69653 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6967 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70414 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.74041 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65179 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69296 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.69468 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.73387 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62568 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.6027 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46319 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.57983 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56069 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.55756 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.57396 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.59292 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.62409 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.46825 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.4507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.44911 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.46326 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.4408 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.41171 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.31084 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.25124 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.39402 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.22758 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.47572 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48048 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.48994 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.4885 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.51576 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.37321 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.35944 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.36359 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.34462 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.37268 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.31838 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.24233 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.18338 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.31597 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.14779 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.31763 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.35375 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.35178 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.33127 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.35462 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.24345 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.23662 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.23473 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.22151 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25219 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.20892 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.15706 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.11276 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.20224 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.08353 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.07058 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.0803 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07888 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.07386 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07891 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.05518 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.05256 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.05126 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04876 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05672 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.04589 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.03706 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02783 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04678 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01904 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.03598 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.04069 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.04018 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.03743 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03992 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.02833 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02685 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.02605 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02476 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.02921 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.02332 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.01899 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.01457 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.0244 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00992 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.0036 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00407 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00402 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.00374 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.00399 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00283 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00268 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.00261 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.00248 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00292 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.00233 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.0019 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.00146 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00244 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00099 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_1", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.69653 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6967 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70414 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.74041 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65179 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69296 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.69468 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.73387 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62568 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.6027 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46319 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.57983 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_3", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.76397 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76376 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.76282 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.81957 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.87953 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.71528 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78169 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77498 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80108 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70719 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.70225 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.56902 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.54105 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.65173 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55689 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_5", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77134 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.77382 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77051 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82429 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.88374 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72257 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79014 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.78772 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80954 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.7214 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71752 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.59463 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55752 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.66909 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.56834 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_10", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77657 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.77959 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77566 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82845 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.88453 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72645 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79395 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.79121 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.81282 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72597 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72227 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60335 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.56945 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67346 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58117 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_50", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77873 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.7813 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77853 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.8297 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.88568 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72986 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79548 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.79226 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.81442 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72803 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72526 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60831 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57659 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67754 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58682 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_100", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7791 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.78148 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77874 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82984 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.88576 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79562 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.79251 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.81453 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72843 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72538 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60855 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57718 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67803 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58744 } ] }, { "config": { "retrieval_model": "Linq-Embed-Mistral", "retrieval_model_link": "https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_1000", "timestamp": "2024-06-08T06:51:42Z", "is_anonymous": false, "revision": "95ec67a09a3155bfa276ad32957458ed" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7791 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.78148 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77874 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82984 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.88576 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79562 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.79251 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.81453 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72843 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72538 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60855 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57718 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67803 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58744 } ] } ]