| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TREC DL 2019 and 2020 (test) | HeapSort | NDCG@1068.71 | 108 | 19d ago | |
| TREC DL 19 | RankGPT-4 | NDCG@1075.59 | 39 | 19d ago | |
| TREC DL 20 | BracketRank -20 | NDCG@1072.75 | 33 | 1mo ago | |
| BEIR | RankGPT-4^ | NDCG@10 (Covid)85.51 | 24 | 1mo ago | |
| MS MARCO Document DL19 | RRK | nDCG@1072.1 | 18 | 1mo ago | |
| BEIR (test) | MonoT5-base | NDCG@10 (NFCorpus)0.378 | 17 | 1d ago | |
| BEIR | DeBERTa-v3 | Average NDCG@1055.4 | 17 | 3mo ago | |
| NQ (test) | RankT5 | NDCG@58.339 | 14 | 27d ago | |
| AVG | RankT5 + CAR | NDCG@554.373 | 14 | 27d ago | |
| COVID | RankT5 + CAR | NDCG@571.038 | 14 | 27d ago | |
| SCID | RankT5 + CAR | NDCG@513.919 | 14 | 27d ago | |
| FEVER | RankT5 | NDCG@581.556 | 14 | 27d ago | |
| NQ | RankT5 + CAR | NDCG@550.979 | 14 | 27d ago | |
| BEIR | ProRank | SF80.87 | 13 | 1mo ago | |
| TREC DL | Llama-3.1-8B Listwise | NDCG@10 (DL19)74.79 | 13 | 3mo ago | |
| Robust04 Description | PARADE-Transformer | MAP0.4084 | 13 | 3mo ago | |
| BEIR | GroupRank-32B | Average NDCG@1055.1 | 12 | 1mo ago | |
| Genomics collection (test) | MAP0.377 | 12 | 3mo ago | ||
| GOV2 Description | CEDR-KNRM (Max) | MAP33.54 | 12 | 3mo ago | |
| GOV2 Title | PARADE-Transformer | MAP36.28 | 12 | 3mo ago | |
| Robust04 Title | PARADE-CNN | MAP38.07 | 12 | 3mo ago | |
| TREC DL 2023 | SumRank | NDCG@1044.31 | 11 | 2mo ago | |
| TREC DL 2022 | SumRank | NDCG@1042.74 | 11 | 2mo ago | |
| TREC DL 2021 | SumRank | NDCG@1069.3 | 11 | 2mo ago | |
| NovelEval 2306 | BracketRank | nDCG@186.42 | 7 | 1mo ago |
