[ { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28651 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49504 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.72812 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44405 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40946 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66126 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.47198 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50439 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27211 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.48778 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.69223 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.43152 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.42907 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.61079 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44485 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.4954 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27218 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49028 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.68171 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.45122 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.44651 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.62113 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4588 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50256 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28237 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50808 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.70256 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.48936 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.47269 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63785 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49055 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.52081 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30152 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53455 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.73329 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.538 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5015 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65227 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52363 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54164 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30422 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53709 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.73531 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54361 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5058 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65375 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52651 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54317 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "ndcg_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30422 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53709 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.73531 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54361 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5058 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65375 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52651 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54317 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.10391 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.20997 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.19716 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.18719 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.25809 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.38619 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.18991 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.23507 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17664 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.33048 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.3897 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.3112 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.35957 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.51155 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.30528 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.34963 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20629 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.38388 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.49537 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.36059 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.39258 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.54661 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.35618 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.39799 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.23224 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.43098 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.60572 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.39802 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41842 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.56623 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.39477 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.43379 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24105 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44561 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.62836 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41586 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.42906 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.57196 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40869 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44446 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24141 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44605 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.62884 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41672 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.42961 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.57217 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40907 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44474 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "map_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24141 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44605 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.62884 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41672 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.42961 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.57217 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40907 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44474 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.10391 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.20997 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.19716 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.18719 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.25809 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.38619 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.18991 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.23507 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20447 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.37213 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.42495 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.36864 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40927 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.55696 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.36525 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.40277 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25273 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.45787 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.5662 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.46568 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.4748 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.62434 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.45971 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49233 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30337 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.55224 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.7327 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.57368 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55339 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.67491 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.55691 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.57076 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36355 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.62513 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81093 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.73192 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.65342 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72021 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.66153 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6288 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.37618 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.63614 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81887 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.75763 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.67565 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72745 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.67634 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6352 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "recall_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.37618 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.63614 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81887 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.75763 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.67565 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72745 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.67634 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6352 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28651 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49504 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.72812 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44405 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40946 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66126 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.47198 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50439 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.22432 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.37836 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.61945 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.33568 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.26477 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.38217 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34893 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.36653 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.18068 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.30991 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.53689 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.26995 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.20278 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.2747 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.28342 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.29443 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.11805 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.20471 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.37713 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.17282 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.12732 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.15617 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.18065 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.18494 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.02781 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.0476 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.08427 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.04412 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03051 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.03405 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.04243 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.04179 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.01424 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.02413 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.04248 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02274 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.01567 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.01719 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02149 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02112 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "precision_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00142 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.00241 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.00425 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00227 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.00157 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00172 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00215 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.00211 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28706 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49442 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.72812 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44405 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.40883 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66126 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.47198 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50381 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33352 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.56495 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79087 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.53046 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46551 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71753 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.55989 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.59051 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.3391 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.5758 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.79824 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54461 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.47381 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72607 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.57205 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.60431 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34213 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58226 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.80103 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55387 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48149 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72887 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.57871 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.60924 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34421 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58479 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.80186 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55954 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48567 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.7307 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.5822 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.61076 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34438 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58494 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.8019 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.5598 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48598 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.73076 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.58236 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.61081 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "qa", "metric": "mrr_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34438 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58494 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.8019 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.5598 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48598 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.73076 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.58236 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.61081 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.5289 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63018 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.60177 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.64402 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51786 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56583 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58871 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.35246 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46626 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.33531 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.41767 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49995 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.55348 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.59924 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.56572 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59278 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.50737 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.55023 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.53964 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.56545 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.34986 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.41098 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50484 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.43421 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43299 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55699 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.51597 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.5478 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.60229 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.57693 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59595 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52581 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.57615 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.5701 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58195 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.36387 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.44878 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.55428 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47932 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.47352 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58343 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56596 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.60064 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.65024 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.63519 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.66305 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.57366 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.63774 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.62313 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.62817 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.42018 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.50274 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6131 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.52771 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52297 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.60728 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.63941 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67012 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7025 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70491 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.7308 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.63123 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68555 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67606 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67148 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.51715 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.58091 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.64269 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57267 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.57793 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.63402 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64618 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7053 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70888 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73869 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.63838 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.68203 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67538 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.53595 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.5969 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6463 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58235 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.58549 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.64117 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "ndcg_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64618 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7053 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70888 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73869 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.63838 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.68203 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67538 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.53595 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.5969 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6463 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58235 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.58549 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.64117 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.16108 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.16585 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.18106 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.19219 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.22525 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.22424 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.28197 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.27247 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.30175 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.16518 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.22753 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.29527 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.27226 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.19522 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.41767 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.31533 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.33017 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.36406 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.37617 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.39371 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.37974 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.43031 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.42677 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.45341 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25179 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3395 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.42764 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.38769 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.32947 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.52075 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.39403 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41035 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.45381 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.4537 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.46932 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.43855 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.48396 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.48088 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.49936 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.28626 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.38326 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.47788 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.41666 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.38475 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.53541 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.46424 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.49899 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.54785 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.53517 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.55801 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.4873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.5385 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.52397 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.53728 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.32943 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.42135 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.51932 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44319 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.4281 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.54553 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49731 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53387 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.57689 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.56883 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59365 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51083 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.55769 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.54467 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.55423 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.36392 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.4483 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52853 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45611 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.44805 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55173 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49854 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53474 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.57751 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.56961 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59537 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51205 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.55845 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.54567 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.55494 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.36723 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.45057 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52889 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45725 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.44904 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55235 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "map_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49854 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53474 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.57751 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.56961 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59537 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51205 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.55845 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.54567 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.55494 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.36723 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.45057 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52889 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45725 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.44904 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55235 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.16108 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.16585 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.18106 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.19219 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.22525 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.22424 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.28197 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.27247 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.30175 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.16518 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.22753 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.29527 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.27226 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.19522 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.41767 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.36385 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.36828 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.41039 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.42498 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.43961 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.43563 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.48842 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.49274 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.51396 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.29974 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.39666 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52228 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.50198 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.39821 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66265 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.48986 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48424 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.54411 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.55423 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.55779 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.53819 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59431 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.60474 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.60339 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.37244 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.49746 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.64028 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59619 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52515 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.72691 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64494 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.66092 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72294 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.74207 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65758 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.73645 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.72763 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71318 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.51122 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62304 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.78277 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.72033 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.6459 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.7992 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.86807 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.85691 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.86927 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.92138 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.92898 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.83764 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.89561 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.89792 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.8532 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.82068 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.89523 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.89509 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.89886 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.83543 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.91566 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.89872 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.88072 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.88025 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.938 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.95929 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.86906 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.92139 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.92692 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.86893 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.90128 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.97392 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.91656 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.95326 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87483 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.95984 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "recall_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.89872 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.88072 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.88025 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.938 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.95929 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.86906 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.92139 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.92692 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.86893 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.90128 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.97392 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.91656 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.95326 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87483 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.95984 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.5289 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63018 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.60177 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.64402 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51786 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56583 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58871 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.35246 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46626 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.33531 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.41767 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.43545 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.49349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.5286 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.48771 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.49457 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.39087 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.4 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.38936 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.38978 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.26594 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.27838 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.31186 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.22156 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.32493 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.22088 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.37919 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41742 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.45325 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.4059 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.41141 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.31429 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.31211 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.30308 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.29785 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.21366 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.22486 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.24601 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.16617 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.26891 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.14538 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.2604 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.2979 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.31982 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.28496 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.29565 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.20714 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.20535 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.19468 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.18548 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.15601 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.14973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.15859 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.10712 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.17591 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.07992 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.06786 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.07592 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07592 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.07221 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07543 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.05357 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.04975 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.04919 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04538 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05213 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.04297 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.03583 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02659 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04471 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01831 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.0348 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.03853 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.0384 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.03667 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03899 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.0278 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02538 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.02527 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02325 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.02866 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.02316 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.01816 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.01404 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.02308 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.0096 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "precision_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.00348 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00385 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00384 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.00367 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.0039 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00278 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00254 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.00253 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.00233 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00287 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.00232 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.00182 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.0014 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00231 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00096 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_1", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.5289 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63018 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.60177 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.64402 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.51786 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56583 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58871 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.35246 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.46626 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.33531 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.43417 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.41767 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_3", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.61127 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67367 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70611 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.67207 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.71377 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.59772 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.6831 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.6564 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67249 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.44353 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.48468 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.57515 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44906 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52101 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.52075 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_5", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.62514 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.68193 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7175 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.68727 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.72695 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61022 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69324 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67082 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68405 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.45801 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.49928 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.59371 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47428 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.54328 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.53461 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_10", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.63497 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.68989 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72377 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.69413 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73526 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.61932 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.69831 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67853 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69211 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.47069 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.50955 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60248 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.48733 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55148 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.5454 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_50", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64125 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.69446 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70007 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73884 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62527 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.70295 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.683 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69499 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48091 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.52101 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60657 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49444 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55681 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.5517 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_100", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64143 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.69461 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70021 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73903 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62551 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7032 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.68319 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69504 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48152 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.52182 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60686 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49504 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55716 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55232 } ] }, { "config": { "retrieval_model": "jina-embeddings-v2-base-en", "retrieval_model_link": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "reranking_model": "bge-reranker-large", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-large", "task": "long-doc", "metric": "mrr_at_1000", "timestamp": "2024-05-14T04:52:25Z", "is_anonymous": false, "revision": "f1a4ac638ba19695005cfb86e016f7d4" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64143 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.69461 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72752 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.70021 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73903 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62551 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7032 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.68319 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69504 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48152 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.52182 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60686 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49504 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55716 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.55232 } ] } ]