| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BEIR | RankGPT-4^ | NDCG@10 (Covid)85.51 | 24 | 5d ago | |
| BEIR | DeBERTa-v3 | Average NDCG@1055.4 | 17 | 1mo ago | |
| TREC DL 20 | BracketRank -20 | NDCG@575.85 | 15 | 5d ago | |
| TREC DL 19 | BracketRank -10 | NDCG@579.15 | 15 | 5d ago | |
| BEIR | ProRank | SF80.87 | 13 | 10d ago | |
| TREC DL | Llama-3.1-8B Listwise | NDCG@10 (DL19)74.79 | 13 | 1mo ago | |
| Robust04 Description | PARADE-Transformer | MAP0.4084 | 13 | 1mo ago | |
| BEIR | GroupRank-32B | Average NDCG@1055.1 | 12 | 4d ago | |
| Genomics collection (test) | MAP0.377 | 12 | 1mo ago | ||
| GOV2 Description | CEDR-KNRM (Max) | MAP33.54 | 12 | 1mo ago | |
| GOV2 Title | PARADE-Transformer | MAP36.28 | 12 | 1mo ago | |
| Robust04 Title | PARADE-CNN | MAP38.07 | 12 | 1mo ago | |
| TREC DL 2023 | SumRank | NDCG@1044.31 | 11 | 23d ago | |
| TREC DL 2022 | SumRank | NDCG@1042.74 | 11 | 23d ago | |
| TREC DL 2021 | SumRank | NDCG@1069.3 | 11 | 23d ago | |
| NovelEval 2306 | BracketRank | nDCG@186.42 | 7 | 5d ago | |
| NF-CORPUS (test) | TRLM-FoBa (Forward) | Precision@1017.86 | 6 | 1mo ago | |
| NTCIR WWW-3 (test) | nDCG@1069.35 | 5 | 1mo ago | ||
| SciFact | ProRank-1.5B | NDCG@1080.15 | 4 | 10d ago |
