Text-to-image retrieval on ST4V U-1K
88.5R@1U-MARVEL+
Evaluation results
| Method | Links | |
|---|---|---|
| U-MARVEL+Reranker=true2025.07 | 88.5 | |
| LamRAReranker=true2025.07 | 88.1 | |
| U-MARVELReranker=false2025.07 | 85.4 | |
| LamRA-RetReranker=false2025.07 | 82.8 | |
| UniMEReranker=false2025.07 | 81.9 | |
| E5-VReranker=false2025.07 | 79.5 | |
| UniIR-CLIP_SFReranker=false2025.07 | 78.7 | |
| VLM2VecReranker=false2025.07 | 76 | |
| MagicLens-LReranker=false2025.07 | 72.5 | |
| CLIP-LReranker=false2025.07 | 67.3 |