[ { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17488 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4644 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58419 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41956 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71418 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49747 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54685 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17339 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.46762 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.54168 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46162 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65813 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.43639 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.51926 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.18246 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.47993 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55276 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48425 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.67738 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.44236 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.52767 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20768 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50927 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58975 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.51211 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71079 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4739 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.56463 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25581 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.57496 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.63945 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54842 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.74269 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.53306 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62048 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.27191 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.5881 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64988 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55776 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.74803 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.54913 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.63022 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "ndcg_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.31006 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.60508 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66635 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.57722 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.7569 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.57292 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64475 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.06395 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.2104 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.26603 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.26557 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.42009 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.22339 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.25273 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.10879 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.32883 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.41915 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.38823 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.55925 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.31537 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.37027 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.12901 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.37776 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.46068 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.42166 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.60201 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.34816 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.41878 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.15179 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4239 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.49449 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.44818 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63366 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.37698 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.46496 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17105 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.45683 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.51596 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46331 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.64825 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40086 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49182 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17353 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.45905 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.51774 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46457 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.64915 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40362 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49365 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "map_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17542 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.46028 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.51893 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.46541 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.64974 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40528 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.49465 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.06395 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.2104 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.26603 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.26557 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.42009 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.22339 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.25273 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.13929 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.38086 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.47536 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.45773 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.60292 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.36268 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.42677 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.18642 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4712 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.56007 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.53398 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.68839 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.43555 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.52425 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25739 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.577 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66143 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.61246 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.77329 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52924 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64486 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.39881 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.76021 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.81214 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.73271 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.87171 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.70773 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.80589 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.4684 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.81595 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.8575 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.78012 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.89576 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.77637 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.84648 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "recall_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.71201 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.91375 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.95217 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.92363 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.95031 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.91579 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.92916 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17488 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4644 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58419 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41956 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71418 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49747 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54685 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.13995 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.34933 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.39483 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.28733 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.40786 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.30878 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.37335 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.1195 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.28746 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.29502 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.21672 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.29768 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.23697 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.29795 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.09022 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.19985 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.18433 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.13525 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.17967 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.15264 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.19912 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.0297 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.05676 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.0477 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03413 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.04232 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.04412 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.0529 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.01722 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.03043 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02533 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.0181 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.02187 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02448 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02793 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "precision_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00236 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.00334 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00282 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.00203 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00232 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00286 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.00306 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.17488 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.4644 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.58419 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.41956 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.71418 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.49747 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.54685 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.22693 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.54708 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.66044 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.49553 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.76845 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.57028 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62579 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.23952 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.56183 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.67333 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.51016 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.77822 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.58558 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64142 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.24894 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.56988 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68112 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.51623 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.7824 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59313 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64982 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25446 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.57502 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68414 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.51996 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.78406 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59711 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.65374 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25529 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.57559 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.6844 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.52056 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.78418 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59755 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.65398 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "qa", "metric": "mrr_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25607 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.57579 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68457 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.521 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.78428 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59784 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.6541 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61261 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64497 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.60694 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62817 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.77174 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.5744 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6129 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58743 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47791 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5042 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.56781 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.58637 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.55883 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.59388 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.69774 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.53984 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.56405 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.53324 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61637 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.5353 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.48464 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.56361 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.58857 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56104 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.61641 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.69139 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.54536 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.57026 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.54756 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.63953 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58454 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.51879 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.60349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.62364 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.61219 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.6647 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.73457 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.58576 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.61683 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.59813 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.66123 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.62911 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.56575 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.68515 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70668 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.68789 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.72279 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.80362 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.6482 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.67152 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.6725 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.68981 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.66348 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62827 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.69547 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.71638 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.69783 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.73071 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.80954 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.66269 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68597 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.68401 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.69432 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.66888 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63929 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "ndcg_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.70731 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72667 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.70909 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.73718 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.81196 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.67948 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.70073 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.69207 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.69548 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.67035 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.65076 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.17703 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.2055 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21006 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.31889 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.27736 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.25407 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.32711 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25288 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47791 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.35856 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.24777 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.34114 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.35978 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.37063 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.46945 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.47314 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.40635 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.45667 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.39218 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58233 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.48265 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.38141 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41842 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.43587 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.43478 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.52057 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.55638 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.45624 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.48747 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.44027 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.59518 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.51612 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.4307 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.48808 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.50659 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.49734 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.56026 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.62945 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.49857 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.5206 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.48698 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.60392 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53984 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.46675 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.5313 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.55161 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.53725 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58651 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.67053 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52569 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54319 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.52034 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61057 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55054 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.49362 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53363 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.55403 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.53932 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58792 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.67188 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52833 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54592 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.52245 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61095 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55121 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.49528 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "map_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.53453 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.55502 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.54035 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58856 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.67217 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52962 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54711 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.52309 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61102 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55132 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.49607 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.17703 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.2055 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.21006 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.31889 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.27736 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.25407 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.32711 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.25288 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47791 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.35856 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.24777 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.39831 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.41005 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.42001 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.53547 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.51002 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.4525 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.50939 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.45004 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.71486 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.60757 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.44499 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.52394 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.53349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.53072 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.63967 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.63555 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.54057 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.57337 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.54867 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.77108 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.71588 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.55659 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.66544 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.67761 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.68143 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7553 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.78452 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.64889 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.68514 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.68206 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.83936 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.83309 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.67623 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.88799 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.90672 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.89311 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.93052 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.9654 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.83742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.85317 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.90263 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.96386 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.96167 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.87381 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.92971 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.94361 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.93393 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.96604 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.98829 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.90064 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.91427 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.95342 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.99197 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.99085 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.92801 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "recall_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.9965 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.99736 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.99308 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 1.0 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 1.0 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 1.0 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 1.0 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 1.0 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 1.0 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 1.0 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 1.0 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61261 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64497 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.60694 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62817 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.77174 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.5744 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6129 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58743 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47791 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5042 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.49349 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.49112 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.4605 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.41221 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.56975 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.40278 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.37545 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.39617 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.23829 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.26508 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.34267 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41141 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.41598 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.37341 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.31268 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.46304 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.31071 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.27151 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.31038 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.15422 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.19466 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.26835 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.28228 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.28402 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.25549 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.19493 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.30163 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.19911 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.17231 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.20246 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.08394 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.1181 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.17115 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.07778 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07793 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.06873 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.05093 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07783 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.05321 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04548 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05694 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01928 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02819 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04616 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.04063 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.04068 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.03592 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02654 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03989 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.02866 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02487 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.03003 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00992 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.01454 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.02437 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "precision_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00428 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00426 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.00381 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00276 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.00404 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00311 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.00271 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00313 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.001 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.00147 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00259 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_1", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61261 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.64497 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.60694 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.62817 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.77174 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.5744 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6129 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58743 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.47791 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.44807 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5042 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_3", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.6962 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.72978 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.6922 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.72723 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.83107 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.64782 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69624 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.67851 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.58233 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.56133 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.59617 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_5", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.70971 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.73984 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.70621 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74005 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.83976 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65779 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.70618 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.69367 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.59518 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.5815 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.61214 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_10", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71353 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.74432 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7141 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74634 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84373 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.66452 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71402 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70107 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.60392 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59406 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62338 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_50", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71719 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.74796 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.71763 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74859 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84543 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.66994 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71694 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70446 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61057 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59895 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62787 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_100", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71733 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.748 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7177 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.74874 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84548 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.67026 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.7173 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70473 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61095 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59924 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62819 } ] }, { "config": { "retrieval_model": "NV-Embed-v1", "retrieval_model_link": "https://huggingface.co/nvidia/NV-Embed-v1", "reranking_model": "NoReranker", "reranking_model_link": null, "task": "long-doc", "metric": "mrr_at_1000", "timestamp": "2024-12-01T07:11:44Z", "is_anonymous": false, "revision": "c344fc70799733f33715986bfa796c55" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71748 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.74811 }, { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.71777 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7488 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.84548 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.6706 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.71749 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.70484 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61102 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59925 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.62833 } ] } ]