[ { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21655 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.41202 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.47413 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.39953 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.3142 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.49334 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34604 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.4382 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.19798 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4023 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.45548 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.3945 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.33984 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.47076 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.32316 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.40165 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20207 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.40828 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.45123 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41389 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.36094 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.48557 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.33863 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.4097 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21776 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44123 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.48112 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.46256 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.39019 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.51496 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.37191 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.445 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.26199 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50482 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57485 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.5233 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.44214 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.555 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.43295 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49597 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27217 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.51883 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.59281 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.53247 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.45202 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.5642 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44499 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50688 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27217 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.51883 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.59281 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.53247 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.45202 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.5642 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44499 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50688 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.07463 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.16905 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.11897 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.16242 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.17574 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.27814 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.12746 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.18787 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.11991 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.26717 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.23534 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.27936 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.27064 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.38112 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.20939 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.27198 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.14103 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.30881 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.2987 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.3221 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.30213 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.41217 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.24768 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.30894 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.16113 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.35385 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.37142 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.36364 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.32598 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.43505 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.28019 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.34577 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17831 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.38321 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.42173 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.38697 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.34431 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.44918 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.30286 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.36803 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17981 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.3857 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.42537 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.38839 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.34571 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.45049 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.30457 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.36975 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17981 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.3857 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.42537 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.38839 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.34571 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.45049 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.30457 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.36975 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.07463 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.16905 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.11897 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.16242 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.17574 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.27814 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.12746 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.18787 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.14765 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.31066 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.2734 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.33797 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.32695 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.43656 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.2574 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.3238 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.19271 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.38879 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.37616 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.431 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40221 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.50427 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34526 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.40334 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25163 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50635 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.52853 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.56057 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48565 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58416 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.441 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5159 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.38847 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.68751 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.77109 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.76045 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.67107 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72123 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63978 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66411 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.43533 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.75003 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.84329 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.80427 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.72166 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.76624 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.69886 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.71596 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.43533 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.75003 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.84329 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.80427 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.72166 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.76624 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.69886 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.71596 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21655 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.41202 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.47413 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.39953 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.3142 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.49334 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34604 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.4382 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.16084 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.31227 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.4122 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.314 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.22755 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.30168 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.26324 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.29272 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.13404 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.25688 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.36262 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.25167 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.17741 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.22351 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.21883 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.23855 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.09289 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.18302 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.27015 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.17059 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.11375 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.13613 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.1465 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.16339 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.0287 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.05299 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.08104 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.04547 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03194 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.03463 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.04156 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.04467 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.01571 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.02851 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.04356 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02384 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.01704 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.01838 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02214 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02372 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00157 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.00285 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.00436 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00238 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.0017 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00184 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00221 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.00237 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.2171 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.41202 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.47413 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.39953 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.31356 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.49334 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34604 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.4382 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.26661 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.48947 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.56116 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.49453 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.3836 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.569 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.42731 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.51992 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27747 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50304 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57696 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.5114 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.39562 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58009 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44779 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.53533 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28359 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.51454 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.58723 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.52339 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40404 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58713 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.45576 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54563 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28901 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.51994 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.5925 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.52979 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41079 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.59201 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46218 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55005 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28951 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.52035 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.59292 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.53006 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.4113 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.59243 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46273 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5505 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28951 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.52035 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.59292 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.53006 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.4113 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.59243 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46273 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5505 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56358 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.52252 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.59172 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.61652 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.6413 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52083 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.55742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58602 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.51639 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.4973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.3773 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.37389 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.36145 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.51449 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.49564 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.55603 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.58503 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.62142 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47724 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.539 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.53381 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54453 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.47156 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.48848 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.39365 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.42472 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.40575 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47772 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.52335 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.49472 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.55819 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.57873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.61277 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.49333 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.56721 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56015 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.56266 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48858 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.50914 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.43252 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45475 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.42704 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.49622 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.57822 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.54724 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.59278 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.62809 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.67065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.53911 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.61632 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.61373 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.60775 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.54416 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.57992 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.48967 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.51185 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.4727 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.52975 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64313 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63287 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.65741 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70002 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73758 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67058 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.65895 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6531 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.60719 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.64235 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.5494 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.56117 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53767 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.56999 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65917 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.64413 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.6675 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70934 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74748 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61446 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.66867 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66597 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62026 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.65435 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.55845 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57048 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55633 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58045 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65917 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.64413 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.6675 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70934 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74748 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61446 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.66867 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66597 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62026 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.65435 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.55845 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57048 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55633 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58045 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.17177 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.15271 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.17826 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.20107 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.22992 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.21687 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.27926 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.26685 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.29111 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.20696 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.27024 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.23592 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.29105 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.20174 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.36145 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.32355 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.28965 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.33913 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.38972 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.41588 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.34811 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.41563 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.41946 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.43144 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.33712 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.39902 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.32804 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.38164 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.31632 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.4498 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.39979 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.35772 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.41997 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.45557 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.49048 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.40166 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.47364 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.46959 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.48046 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.38995 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.43476 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.36609 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.40298 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.35451 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46024 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.47006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.43902 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.49262 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.52286 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.57 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.44813 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.51542 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.5137 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.5158 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.44016 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.48583 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.40087 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.43174 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.38827 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47395 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.50321 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48185 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.52655 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.55892 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.60502 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47391 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.53906 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.53233 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.53498 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.46705 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.50963 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.42102 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.4452 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.41147 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.48316 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.5058 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48436 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.5285 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.5609 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.60718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47613 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.54059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.53379 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.53681 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.46919 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.51141 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.42208 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44613 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.41398 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.4841 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.5058 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48436 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.5285 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.5609 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.60718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47613 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.54059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.53379 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.53681 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.46919 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.51141 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.42208 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44613 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.41398 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.4841 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.17177 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.15271 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.17826 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.20107 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.22992 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.21687 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.27926 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.26685 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.29111 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.20696 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.27024 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.23592 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.29105 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.20174 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.36145 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.36891 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.33225 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.37379 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.44311 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.46677 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.39268 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.48026 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.48065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.47985 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.38783 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.46195 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.40045 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.46958 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.36586 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55823 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49373 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.44791 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.50166 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.5429 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.57606 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.49659 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59228 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.59055 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.57727 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.49299 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.54165 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.49909 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53561 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.44536 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.60241 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.6594 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61488 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64618 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.6891 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73859 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61648 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.70989 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.71781 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68684 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.63139 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.70773 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.64408 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.69115 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55891 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.70683 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.84448 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.85162 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.82577 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.8974 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.92083 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.80792 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.88019 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.86215 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.83257 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.82767 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.92446 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.86033 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.88872 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.77751 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.88353 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.91684 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.89603 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.86886 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.93553 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.96113 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.87284 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.92506 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.90924 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.89626 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.8896 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98378 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.90874 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.94362 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87352 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.94779 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.91684 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.89603 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.86886 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.93553 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.96113 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.87284 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.92506 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.90924 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.89626 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.8896 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98378 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.90874 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.94362 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87352 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.94779 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56358 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.52252 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.59172 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.61652 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.6413 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52083 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.55742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58602 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.51639 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.4973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.3773 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.37389 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.36145 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.44412 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.43844 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.48817 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.50541 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.52355 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.36706 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.38592 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.38936 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.38351 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.37158 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.32973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.24131 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.21365 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.29412 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.18608 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.37688 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.37357 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.41598 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.39705 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.41793 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.29405 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.30535 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.29972 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.29301 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.29727 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.24541 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.19325 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.15134 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.22913 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.12048 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.25983 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.27327 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.28462 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.26726 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.29103 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.19524 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.19408 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.19216 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.18306 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.20164 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.17054 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.12822 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.10119 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.15098 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.07068 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.06636 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.07574 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07302 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.06997 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07484 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.0519 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.04873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.047 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04538 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05328 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.04405 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.03405 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02623 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04224 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01767 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.03535 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.0397 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.03811 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.03649 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03899 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.02771 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02558 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.02459 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02414 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.02825 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.02335 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.01785 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.0138 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.02305 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00948 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.00353 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00397 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00381 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.00365 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.0039 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00277 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00256 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.00246 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.00241 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00283 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.00234 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.00179 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.00138 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00231 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00095 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56358 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.52252 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.59172 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.61652 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.6413 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52083 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58028 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.55742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58602 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.51639 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.4973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.3773 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.37389 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.36145 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.6368 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6041 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.65483 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70206 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.72917 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.58929 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67277 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.64986 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66353 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.59745 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.58243 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.45859 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45747 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.50233 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.4498 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65125 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.62392 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.66874 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71018 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73569 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60357 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68164 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.66443 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67428 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.61179 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.59568 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.4796 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47112 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.51578 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46024 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.66068 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63293 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.67636 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71853 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74337 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61051 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68832 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67069 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68199 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62039 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.60709 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.49397 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.4891 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52795 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47395 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.66605 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6386 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.68112 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.72237 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74624 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61606 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69303 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.6749 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68486 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62521 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61391 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50261 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49711 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53555 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.48315 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.66658 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63869 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.68139 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.72249 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74635 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61672 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69333 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67521 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68533 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62571 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61436 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50308 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49782 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53638 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.48409 } ] }, { "config": { "retrieval_model": "bge-base-en-v1.5", "retrieval_model_link": "https://huggingface.co/BAAI/bge-base-en-v1.5", "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": "2024-05-14T02:56:23Z", "is_anonymous": false, "revision": "6dcdf07a5d4ea6787bafcf15949373ec" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.66658 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.63869 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.68139 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.72249 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74635 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61672 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69333 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67521 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68533 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.62571 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61436 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50308 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49782 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.53638 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.48409 } ] } ]