[ { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24653 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53222 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.66957 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.56122 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46562 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.61378 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49451 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5331 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.23695 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.52402 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.63408 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.5264 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48147 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.58852 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4593 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50109 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24235 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.62472 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54565 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.50288 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.60552 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46781 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.50366 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25823 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.55694 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.649 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58009 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.53109 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63143 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49597 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.52521 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.28762 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.59366 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.69611 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.60321 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55601 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.6513 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.51885 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55214 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.29239 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.59752 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.70004 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.60782 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55931 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65398 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52065 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55521 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "ndcg_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.29239 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.59752 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.70004 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.60782 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55931 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65398 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52065 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55521 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.08469 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.22133 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.1769 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.23187 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.2746 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.35727 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.19563 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.24443 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.14558 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.3557 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.34696 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.38621 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.39844 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.48754 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.31482 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.35232 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17344 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.41314 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.44204 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44409 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.43916 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.52513 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.36262 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.39631 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.19894 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.47037 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.54292 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.48542 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.47048 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.55063 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.39841 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.43261 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21259 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49263 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57694 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.49605 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48141 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.55968 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40892 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44658 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21328 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49322 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57774 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.49671 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48178 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.56004 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4092 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44705 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "map_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.21328 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.49322 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57774 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.49671 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48178 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.56004 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4092 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44705 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.08469 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.22133 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.1769 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.23187 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.2746 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.35727 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.19563 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.24443 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17875 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.40589 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.38535 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44576 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.45585 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.54612 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.37438 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.40736 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.23294 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50057 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.51834 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55503 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.53788 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.62563 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46527 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.29506 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.61456 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.68525 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.65166 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.61821 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.69617 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.55674 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.57494 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.38308 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.71294 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.80124 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.72606 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.7048 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.75783 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62783 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.65082 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.40511 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.73107 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81808 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.74896 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.72375 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.77145 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63655 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66487 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "recall_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.40511 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.73107 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81808 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.74896 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.72375 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.77145 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63655 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.66487 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24653 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53222 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.66957 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.56122 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46562 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.61378 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49451 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.5331 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.196 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.40603 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.56876 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.4091 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.3081 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.37232 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.35952 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.36145 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.16358 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.33209 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.49454 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.32209 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.23647 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.27331 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.28504 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.28506 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.11122 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.22732 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.35254 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.20035 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.14751 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.1612 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.17811 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.18231 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.02906 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.05506 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.08394 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.04438 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03377 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.03614 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.03999 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.04262 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.01515 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.02804 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.04257 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02268 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.01715 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.01836 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02019 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02171 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "precision_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00152 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.0028 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.00426 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00227 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.00171 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00184 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00202 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.00217 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24653 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.53222 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.66973 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.56122 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46498 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.61378 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49451 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.53251 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30418 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.61524 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.743 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64528 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5307 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.69185 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.58357 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.61502 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.31482 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.62506 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75206 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.65753 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.53973 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.70268 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59397 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62673 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.31942 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.63041 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75566 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66171 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54431 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.7062 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59906 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6312 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.32218 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.63274 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75714 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66337 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54724 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.70785 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.60112 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.63318 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.32243 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.6329 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75725 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66358 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54746 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.70799 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.6012 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.63333 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "qa", "metric": "mrr_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.32243 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.6329 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.75725 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66358 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54746 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.70799 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.6012 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.63333 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.67919 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67568 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.69231 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.73746 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.7962 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67887 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71774 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.61749 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.5973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.44785 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.40356 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52941 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.62135 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.609 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64516 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.67943 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73081 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.58898 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62044 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.62723 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66292 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.57518 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.59439 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.47882 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.45392 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.51128 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.57697 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.62056 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61137 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63875 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.6871 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73316 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60137 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.65514 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.66512 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67253 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.59177 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.63649 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52161 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49583 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5393 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61051 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.68012 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67249 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.67704 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.74036 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.78857 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.64482 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.71065 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.7261 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.72557 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.64729 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.69845 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58156 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53828 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.58333 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.63826 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.72071 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71895 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.71812 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.77894 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82396 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.68178 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7402 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.75164 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75038 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.67893 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72517 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.62204 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58693 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62125 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66446 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.72457 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.72162 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72116 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.78101 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82743 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.68815 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74295 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.75396 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75466 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.6844 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72863 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.626 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59497 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62824 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66709 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "ndcg_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.72457 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.72162 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72116 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.78101 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.82743 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.68815 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74295 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.75396 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75466 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.6844 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72863 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.626 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59497 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62824 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66709 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21451 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.19293 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.20788 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.24378 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.28472 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.26323 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.32837 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.32924 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.36965 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.24982 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3324 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.28321 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.31874 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.24404 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.40604 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.36252 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.39379 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.4603 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.49197 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.43732 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.48709 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.4994 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.53731 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.4158 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.49422 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.40463 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.41061 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.39884 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.54886 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.48625 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.45504 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.48843 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.55577 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.59552 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.50409 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.5531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56833 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58829 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.4829 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.55082 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.44617 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44086 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.45024 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.56774 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.57241 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.5635 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.57819 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.63943 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.69122 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.55791 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.60714 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.62452 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.63769 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.5436 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.60141 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.48703 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.46308 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.49105 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.57871 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.59522 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59051 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.6022 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.66415 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.71468 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.57368 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62233 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.63748 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.64978 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.55816 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61328 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50223 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47668 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.50657 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58457 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.59598 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59104 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.60267 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.66455 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.71534 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.57472 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62268 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.63784 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6503 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.55887 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61383 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50275 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47744 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.50748 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58481 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "map_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.59598 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59104 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.60267 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.66455 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.71534 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.57472 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62268 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.63784 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6503 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.55887 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.61383 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.50275 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.47744 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.50748 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58481 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21451 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.19293 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.20788 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.24378 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.28472 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.26323 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.32837 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.32924 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.36965 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.24982 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.3324 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.28321 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.31874 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.24404 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.45534 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.40208 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.43284 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.50569 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.53521 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47648 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.55325 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.56445 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.58341 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48138 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.56708 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.48927 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49135 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.46383 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.65863 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.57457 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.54098 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.56462 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.64382 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.68223 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.58556 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67937 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.69432 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67355 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.59743 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.69329 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.59955 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58309 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.56873 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.73896 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.75111 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.74097 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72448 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80575 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84704 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.70287 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.80345 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.83401 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.79214 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.73449 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.83598 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.74496 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.69609 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67825 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.82731 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.86865 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.8727 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.8433 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.90989 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.94027 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.82961 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.89368 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.91335 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.86727 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.83632 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.92799 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.88993 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.88897 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.80805 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.94378 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.88544 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.88452 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.85766 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.91879 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.95587 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.86 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.90875 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.92491 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.88967 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.86401 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.94443 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.91089 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.93744 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.84483 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.95984 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "recall_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.88544 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.88452 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.85766 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.91879 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.95587 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.86 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.90875 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.92491 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.88967 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.86401 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.94443 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.91089 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.93744 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.84483 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.95984 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.67919 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67568 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.69231 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.73746 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.7962 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67887 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71774 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.61749 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.5973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.44785 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.40356 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52941 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.53276 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53554 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.56509 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.58604 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.60507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.45437 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.44131 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.44911 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.4552 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.45355 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.4 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.29652 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.22651 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.38002 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.21954 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.43584 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.46306 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.47574 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.48024 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.50109 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.3631 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.34817 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.35686 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.33925 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.36011 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.31135 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.22883 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.16736 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.29636 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.14779 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.29913 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.33423 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.32633 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.31711 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.3413 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.23423 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.22282 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.22773 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.21425 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.23798 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.2 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.15 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.10356 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.18824 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.08273 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.06809 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.07712 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07456 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.07204 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07663 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.05375 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.04992 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.05008 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04747 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05366 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.04422 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.0354 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02635 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04403 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01888 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.0346 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.03892 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.03766 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.03631 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03878 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.02762 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02521 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.02529 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02414 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.0274 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.02249 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.01807 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.01374 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.02269 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.0096 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "precision_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.00346 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00389 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00377 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.00363 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.00388 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00276 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00252 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.00253 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.00241 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00274 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.00225 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.00181 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.00137 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00227 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00096 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_1", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.67919 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67568 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.69231 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.73746 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.7962 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67887 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.67507 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71774 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.61749 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.5973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.44785 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.40356 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.52941 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.46586 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_3", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.75771 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.74775 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.75444 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.81219 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86096 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.7128 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.76854 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.76284 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.78763 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70947 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.69144 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.54857 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.49555 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.61345 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.54886 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_5", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.76392 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.75601 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7605 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.81618 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72128 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77995 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77376 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.7957 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71439 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71023 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.56835 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.51113 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62885 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.56774 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_10", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76197 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.76735 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82007 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86615 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72518 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78074 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77785 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.79859 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.7194 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71567 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.57904 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.5227 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63338 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.57871 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_50", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77293 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76466 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.76975 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82133 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86703 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72851 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78276 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77884 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80004 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72181 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71794 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58419 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53151 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63755 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58457 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_100", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77305 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76471 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.76989 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82133 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.8671 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78291 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77893 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80029 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72216 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71807 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58432 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53207 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63795 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58481 } ] }, { "config": { "retrieval_model": "e5-small-v2", "retrieval_model_link": "https://huggingface.co/intfloat/e5-small-v2", "reranking_model": "mmarco-mMiniLMv2-L12-H384-v1", "reranking_model_link": "https://huggingface.co/nreimers/mmarco-mMiniLMv2-L12-H384-v1", "task": "long-doc", "metric": "mrr_at_1000", "timestamp": "2024-05-14T12:24:03Z", "is_anonymous": false, "revision": "1abae650ce7ebbbf835577cbdcbf31aa" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77305 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76471 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.76989 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82133 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.8671 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78291 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.77893 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80029 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72216 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71807 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58432 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53207 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63795 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58481 } ] } ]