Image-Text Retrieval on Quilt
32.46R@1PathGen
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PathGenBatch size=64, Zero-shot=true2025.12 | 32.46 | 49.55 | 62.06 | |
| PathFLIP (Ours)Batch size=64, Zero-shot=true2025.12 | 27.1 | 47.08 | 66.11 | |
| CONCHBatch size=64, Zero-shot=true2025.12 | 24.11 | 46.12 | 62.95 | |
| PathAlignBatch size=64, Zero-shot=true2025.12 | 18.13 | 39.06 | 41.69 | |
| PathFLIP (w/o Region Q-Former)Batch size=64, Zero-shot=true2025.12 | 17.95 | 36.27 | 56.54 | |
| PathFLIP (w/o T-R Atten.)Batch size=64, Zero-shot=true2025.12 | 17.74 | 32.78 | 63.01 | |
| PathFLIP (w/o Slide Q-Former)Batch size=64, Zero-shot=true2025.12 | 17.57 | 33.33 | 61.65 | |
| MI-ZeroBatch size=64, Zero-shot=true2025.12 | 15.83 | 33.16 | 47.11 | |
| PLIPBatch size=64, Zero-shot=true2025.12 | 12.96 | 28.13 | 42.08 | |
| Prov-GigaPathBatch size=64, Zero-shot=true2025.12 | 1.23 | 15.16 | 30.7 |