| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BEIR (test) | RouteHead | NQ59.8 | 46 | 1mo ago | |
| BEIR OOD | MICE-ℓ4+3 | Ar Score41 | 15 | 3mo ago | |
| MS MARCO TREC DL In-domain | ColBERTv2 | MSM45 | 15 | 3mo ago | |
| InfoSeek | Ours | R@166.5 | 11 | 1mo ago | |
| E-VQA | Ours | CondR@190 | 10 | 1mo ago | |
| E-VQA | Ours | Recall@144.7 | 10 | 1mo ago | |
| Amazon Sports (test) | RL-zeroshot | Recall@10.2461 | 10 | 3mo ago | |
| KuaiRand (test) | EGLR | MAP@566.61 | 10 | 3mo ago | |
| Ad (test) | EGLR | MAP@561.55 | 10 | 3mo ago | |
| CoNLL 2014 (test) | VERNet | Precision (P)72.13 | 10 | 3mo ago | |
| ENVRI-Hub-Next (test) | NDCG@50.73 | 6 | 7d ago | ||
| ML-1M | MARC-O | MAP@10.6865 | 5 | 1mo ago | |
| TREC-COVID | Maniscope | MRR100 | 5 | 3mo ago | |
| Airbnb booking dataset offline | LTCS | NDCG0.6982 | 4 | 3mo ago | |
| Randomly Retrieved Candidates | SFT-DPO | Hit Ratio@30.9167 | 3 | 3mo ago | |
| Knowledge Graph candidates | Hit Ratio@349.9 | 3 | 3mo ago | ||
| Item-based CF (test) | Hit Ratio@349.9 | 3 | 3mo ago |
