[ { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36202 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64994 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76294 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64441 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.547 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.75738 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62045 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67018 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33142 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.62031 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.71713 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.60263 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5696 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.69541 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.56064 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62441 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.33192 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.619 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.69717 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.61244 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.58543 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.70399 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.56558 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.62178 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.34864 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64322 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.71429 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64676 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.60661 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.72659 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.59699 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.64579 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.37689 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.68194 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76403 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68452 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.63171 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.74071 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63472 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67489 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.3795 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.68564 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76685 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68839 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.63508 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.74179 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63855 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67727 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "ndcg_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.3795 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.68564 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76685 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.68839 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.63508 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.74179 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.63855 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67727 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.14518 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.28651 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.21333 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.28853 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.34247 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.44152 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.26445 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.31982 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.22692 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.44178 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.41393 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.46207 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.48646 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.59384 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.40981 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.46218 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.26049 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.50378 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.51444 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.51458 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.52525 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63323 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.46237 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.51327 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.29051 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.56123 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.61464 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.55251 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.55191 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.65901 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.50149 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.55565 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30497 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58541 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.65139 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.57082 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.5636 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66638 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.51959 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.57244 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30533 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58611 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.65203 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.57141 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.56394 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66653 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52013 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.57284 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "map_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30533 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.58611 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.65203 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.57141 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.56394 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.66653 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.52013 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.57284 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.14518 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.28651 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.21333 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.28853 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.34247 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.44152 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.26445 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.31982 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25373 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.48186 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.4463 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.51927 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.54573 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.63246 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.4589 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.51064 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.30889 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.57567 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.57787 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.61382 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.61803 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.69961 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.55268 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.59723 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.37339 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.68679 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.73836 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.71375 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.68236 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.76241 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.65189 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.69174 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.45339 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.78928 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.85977 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.8285 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.76639 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.8038 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.76434 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.76992 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.46625 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.80541 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.87133 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.84742 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.78641 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80908 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.78329 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.78072 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "recall_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.46625 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.80541 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.87133 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.84742 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.78641 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80908 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.78329 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.78072 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36202 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64994 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76294 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64441 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.547 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.75738 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62045 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67018 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.25856 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.46819 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.63333 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.44835 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.351 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.43505 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.42057 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.44425 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.20522 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.37175 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.53414 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.3372 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.25893 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.30979 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.32374 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.3413 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.13493 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.24579 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.36949 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.20674 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.15464 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.17852 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.20116 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.21494 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.03369 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.05934 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.08788 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.04886 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.03536 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.03858 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.04816 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.04996 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.01715 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.03021 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.0444 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.02486 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.01792 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.0194 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.02449 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.02531 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "precision_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.00171 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.00302 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.00444 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.00249 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.00179 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.00194 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.00245 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.00253 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.36202 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.64994 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.76294 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.64441 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.547 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.75738 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.62045 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.67018 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.40912 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.71458 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.81701 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.72046 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.6103 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.8011 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.68785 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.7357 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.4162 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.72267 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.82349 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.72925 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.61788 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80602 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.69825 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.74437 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.42029 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.72776 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.82681 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.73496 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.62138 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80836 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.70252 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.7488 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.42276 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.72938 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.82808 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.73686 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.62419 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80926 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.70549 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.75007 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.4229 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.7295 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.82814 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.73705 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.62446 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80932 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.70568 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.75014 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "qa", "metric": "mrr_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "default", "value": 0.4229 }, { "domain": "news", "lang": "en", "dataset": "default", "value": 0.7295 }, { "domain": "msmarco", "lang": "en", "dataset": "default", "value": 0.82814 }, { "domain": "healthcare", "lang": "en", "dataset": "default", "value": 0.73705 }, { "domain": "finance", "lang": "en", "dataset": "default", "value": 0.62446 }, { "domain": "wiki", "lang": "en", "dataset": "default", "value": 0.80932 }, { "domain": "arxiv", "lang": "en", "dataset": "default", "value": 0.70568 }, { "domain": "web", "lang": "en", "dataset": "default", "value": 0.75014 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.74855 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.72372 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77515 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.8587 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68732 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.72829 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.72043 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.63388 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52454 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.46588 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.59664 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.50201 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.69201 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.67237 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.70866 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.73128 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.78301 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62563 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.65921 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.64171 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.66591 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58487 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62098 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.57187 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.52735 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5686 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62947 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.68817 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.66852 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.7 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.73784 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.77108 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62974 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.67853 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.66979 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.6839 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.60255 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.67065 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.60887 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57749 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.58931 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.65471 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7286 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.71419 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.73773 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.78663 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.81715 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.67141 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.73815 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.71432 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.72462 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.65198 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.72251 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.66478 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.61951 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.63982 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.6695 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.77595 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76824 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77703 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.8282 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86394 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.71186 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77252 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.76076 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75579 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71257 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.75727 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.70017 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.65799 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.68638 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.69975 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7777 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76993 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77881 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82997 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.71698 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77431 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.76316 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75776 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71542 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.76027 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.70378 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.66446 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.69111 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.70239 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "ndcg_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.7777 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76993 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77881 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.82997 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.86531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.71698 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.77431 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.76316 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.75776 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71542 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.76027 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.70378 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.66446 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.69111 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.70239 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.25317 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.22298 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.243 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.28224 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.31195 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.28588 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.34178 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.35358 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.37935 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.27153 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.35542 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.35187 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.37191 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.28288 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.50201 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.47172 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.41937 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.45556 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.51809 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.54522 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.47387 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.52816 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.52069 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.54515 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.44005 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.52256 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.49003 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.48133 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.45146 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.59973 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.56031 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.51895 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.54976 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.6121 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.63623 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.53744 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.58484 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.58039 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.59817 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.50101 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.58589 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.53084 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.51743 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.49936 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61399 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.62762 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.61239 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.63949 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.69127 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.72179 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.58638 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.63753 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.62099 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.63275 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.55209 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62983 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.57017 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.53966 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.54208 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62039 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.6587 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.64721 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.66638 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71825 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.75421 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60758 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.65571 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.64301 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.64906 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58066 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.64577 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58381 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55179 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.5639 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62773 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65909 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.64762 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.66672 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71853 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.75457 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60836 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.65607 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.6433 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.64937 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58124 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.64621 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58421 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55251 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.56444 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62798 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "map_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.65909 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.64762 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.66672 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.71853 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.75457 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.60836 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.65607 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.6433 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.64937 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.58124 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.64621 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.58421 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.55251 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.56444 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62798 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.25317 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.22298 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.243 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.28224 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.31195 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.28588 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.34178 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.35358 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.37935 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.27153 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.35542 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.35187 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.37191 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.28288 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.50201 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.51429 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.45523 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.49092 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.55845 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.57977 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.52412 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.60209 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.57249 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.59183 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.49308 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.59476 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.59433 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.57072 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.51932 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.71486 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.64004 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59369 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.62641 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.69669 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.70701 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.62047 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.70186 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.68257 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.69345 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.60227 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.73396 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.68422 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.67903 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.61499 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.7751 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.78492 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.76679 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.78171 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.84509 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.85882 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73678 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.83978 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.78536 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.79083 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72708 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.8545 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.81955 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.79204 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.74164 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.81928 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.91012 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.91356 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.88365 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.95467 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.97533 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.85373 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.93978 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.92379 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.87921 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.91494 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.96833 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.94453 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.93892 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.88795 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.94779 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.91726 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.91996 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.89144 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.96314 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.98045 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.87846 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.9475 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.93719 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.88835 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.92693 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98131 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.96498 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.97577 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.91409 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.96386 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "recall_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.91726 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.91996 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.89144 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.96314 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.98045 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.87846 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.9475 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.93719 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.88835 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.92693 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.98131 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.96498 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.97577 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.91409 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.96386 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.74855 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.72372 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77515 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.8587 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68732 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.72829 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.72043 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.63388 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52454 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.46588 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.59664 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.50201 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.58671 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.59059 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.60256 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.61455 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.63859 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.4752 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.47136 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.44351 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.45251 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.44444 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.40631 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.33538 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.25915 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.40616 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.23829 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.4711 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.4973 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.49527 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.49499 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.51141 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.36667 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.35042 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.3395 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.34086 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.35246 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.31892 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.25215 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.19288 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.3042 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.15502 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.29884 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.33754 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.33432 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.32094 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.33533 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.23095 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.22479 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.20784 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.20403 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.22705 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.19811 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.15951 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.11513 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.193 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.08193 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.07058 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.07958 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.07657 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.07428 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.07864 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.05506 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.05161 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.0502 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.04747 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.05738 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.04562 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.03706 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.02777 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.04695 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.01896 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.03555 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.04006 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.03855 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.03735 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.03957 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.02812 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.02606 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.02529 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.02398 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.02913 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.02324 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.01883 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.01436 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.02389 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00964 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "precision_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.00355 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.00401 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.00386 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.00373 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.00396 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.00281 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.00261 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.00253 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.0024 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.00291 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.00232 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.00188 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.00144 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.00239 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.00096 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_1", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.74855 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.72372 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.77515 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.80531 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.8587 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.65476 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.68732 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.72829 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.72043 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.63388 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.62973 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.52454 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.46588 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.59664 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.50201 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_3", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.80925 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.7953 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.82396 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.85742 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.90534 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.72817 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.78545 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.78898 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.79659 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.71585 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.71802 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.65031 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.56528 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.68534 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.59973 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_5", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.81604 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.80205 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.83077 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.86495 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.90901 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73279 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79164 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.79963 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80439 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.72664 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.73491 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.66242 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.58605 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.695 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.61399 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_10", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.82175 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.80735 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.83445 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.86643 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.91131 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.73854 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79596 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.80333 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80816 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.73085 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.7401 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.66995 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.59716 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.7028 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62039 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_50", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.82298 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.80894 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.83662 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.8674 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.9117 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.74013 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.7971 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.80597 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80882 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.73474 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74254 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.67364 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.6026 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.70617 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62773 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_100", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.82302 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.80894 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.83666 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.86753 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.9117 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.74044 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79713 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.80615 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80891 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.7348 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74263 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6738 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.60308 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.70643 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62798 } ] }, { "config": { "retrieval_model": "SFR-Embedding-Mistral", "retrieval_model_link": "https://huggingface.co/Salesforce/SFR-Embedding-Mistral", "reranking_model": "bge-reranker-v2-m3", "reranking_model_link": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "task": "long-doc", "metric": "mrr_at_1000", "timestamp": "2024-05-30T04:27:38Z", "is_anonymous": false, "revision": "35510568951d76c998026bcd5c8c1a08" }, "results": [ { "domain": "law", "lang": "en", "dataset": "lex_files_500K-600K", "value": 0.82302 }, { "domain": "law", "lang": "en", "dataset": "lex_files_400K-500K", "value": 0.80894 }, { "domain": "law", "lang": "en", "dataset": "lex_files_600K-700K", "value": 0.83666 }, { "domain": "law", "lang": "en", "dataset": "lex_files_300K-400K", "value": 0.86753 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_30K-40K_10-merged", "value": 0.9117 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_40K-50K_5-merged", "value": 0.74044 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_2", "value": 0.79713 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_3", "value": 0.80615 }, { "domain": "healthcare", "lang": "en", "dataset": "pubmed_100K-200K_1", "value": 0.80891 }, { "domain": "book", "lang": "en", "dataset": "origin-of-species_darwin", "value": 0.7348 }, { "domain": "book", "lang": "en", "dataset": "a-brief-history-of-time_stephen-hawking", "value": 0.74263 }, { "domain": "arxiv", "lang": "en", "dataset": "llama2", "value": 0.6738 }, { "domain": "arxiv", "lang": "en", "dataset": "gpt3", "value": 0.60308 }, { "domain": "arxiv", "lang": "en", "dataset": "llm-survey", "value": 0.70643 }, { "domain": "arxiv", "lang": "en", "dataset": "gemini", "value": 0.62798 } ] } ]