| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Reranking | TREC DL 2019 v1 (test) | NDCG@1069.82 | 108 | |
| Document Reranking | TREC DL 2019 and 2020 (test) | NDCG@1068.71 | 108 | |
| Reranking | TREC DL 2019 (test) | NDCG@1071.52 | 108 | |
| Retrieval | TREC DL 2019 | NDCG@1075.2 | 83 | |
| Passage Re-ranking | TREC DL mean 2019 2020 | Calls per Query (Top 100)2,500 | 80 | |
| Document ranking | TREC DL Track 2020 (test) | nDCG@100.693 | 63 | |
| Information Retrieval | TREC DL'19 | nDCG@1077 | 61 | |
| Utility Judgment | TREC DL | F1 Score63.18 | 51 | |
| Information Retrieval | TREC DL20 | NDCG@1075.6 | 50 | |
| Document Reranking | TREC DL 19 | NDCG@1075.59 | 39 | |
| Retrieval | TREC-DL aggregate (test) | NDCG@1057.52 | 38 | |
| Document Reranking | TREC DL 20 | NDCG@1072.75 | 33 | |
| Information Retrieval | TREC DL 2020 | nDCG@1075.4 | 33 | |
| Passage Ranking | TREC DL 2019 (test) | NDCG@1073.4 | 33 | |
| Passage Ranking | TREC DL 2019 | NDCG@100.751 | 32 | |
| Information Retrieval | TREC DL'20 | AP@10053.4 | 28 | |
| Passage Ranking | TREC DL 2020 | R@10100 | 28 | |
| Passage Ranking | TREC DL 2019 | R@10100 | 28 | |
| Information Retrieval | TREC DL 2020 (test) | NDCG@100.8012 | 25 | |
| Passage Ranking | TREC DL 2020 | NDCG@100.729 | 24 | |
| Web Search Retrieval | TREC DL 20 | nDCG@1077.9 | 22 | |
| Web Search Retrieval | TREC DL 19 | nDCG@1077.6 | 22 | |
| Pointwise Ranking | TREC DL 2020 (test) | nDCG@100.6594 | 19 | |
| Information Retrieval | TREC DL 2019 (test) | NDCG@1079.77 | 19 | |
| Ranking | TREC DL | NDCG@583.12 | 18 |