| TMC (test) | VDSH-S | Precision@10080.18 | | 45 | 3mo ago |
| 20Newsgroups (test) | VDSH-S | Precision@10075.64 | | 45 | 3mo ago |
| Reuters21578 (test) | VDSH-S | Precision@10094.07 | | 45 | 3mo ago |
| RCV1 (test) | VDSH-SP | Precision@1000.9805 | | 45 | 3mo ago |
| MIRACL (dev) | LMK pooling | NDCG@1049 | | 41 | 3mo ago |
| MSMarco (dev) | LMK pooling | NDCG@1043.2 | | 41 | 3mo ago |
| MS MARCO MS300K (test) | GTR-Base | MRR@1057.6 | | 36 | 8d ago |
| COIR | LMK | NDCG@1047 | | 35 | 3mo ago |
| DUDE | only Segmentation | Recall@125.17 | | 32 | 14d ago |
| VisualMRC | only Segmentation | Recall@160.78 | | 32 | 1mo ago |
| LongEmbed 6 | LMK | NDCG@1070.7 | | 29 | 3mo ago |
| Transformed Query Conditions excluding clean prompts (average) | SCORINGMODEL | Recall@1051.1 | | 27 | 26d ago |
| MS MARCO Document (dev) | LLaMA2-Llama2Vec | MRR@1000.479 | | 24 | 3mo ago |
| ViDoRe AI v1 (test) | MO-PGD | Delta Recall@10.19 | | 23 | 2mo ago |
| ViDoRe V1 | Guided Query Refinement (GQR) | Arxiv Score88.1 | | 23 | 1mo ago |
| NQ 320k (test) | GENRE*-CONTRA | Hits@163.4 | | 23 | 3mo ago |
| NQ 100K | DSI (Naive String Docid) | Hits@127.5 | | 23 | 3mo ago |
| NQ10K | DSI (Semantic String Docid) | Hits@148.5 | | 23 | 3mo ago |
| BEIR 15 | LMK pooling (Sentence) | NDCG@100.443 | | 21 | 3mo ago |
| NQ (test) | BootRet-Mt | Hits@167.32 | | 18 | 3mo ago |
| Kallaama Retrieval-Eval | Late-Fusion | nDCG@569.85 | | 17 | 3mo ago |
| SciFact BEIR | SOFTCENTROID | Delta nDCG@100.8 | | 16 | 14d ago |
| BIOASQ 7 (test batches 1-5) | | MAP19.24 | | 16 | 3mo ago |
| ViDoRe and VisRAG Benchmarks | ColPali | Recall@3 (Economics)44.7 | | 15 | 5d ago |
| FiQA BEIR 2018 | SOFTCENTROID | Delta nDCG@101.36 | | 15 | 21d ago |
