Text-Image Retrieval on Quilt
26.88Recall@1PathGen
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PathGenBatch size=64, Zero-shot=true2025.12 | 26.88 | 46.45 | 60.43 | |
| PathFLIP (Ours)Batch size=64, Zero-shot=true2025.12 | 26.46 | 42.91 | 64.07 | |
| CONCHBatch size=64, Zero-shot=true2025.12 | 23.77 | 41.74 | 63.51 | |
| PathFLIP (w/o Region Q-Former)Batch size=64, Zero-shot=true2025.12 | 18.29 | 35.67 | 56.11 | |
| PathFLIP (w/o Slide Q-Former)Batch size=64, Zero-shot=true2025.12 | 17.19 | 32.53 | 62.93 | |
| PathFLIP (w/o T-R Atten.)Batch size=64, Zero-shot=true2025.12 | 16.68 | 32.57 | 62.84 | |
| PathAlignBatch size=64, Zero-shot=true2025.12 | 15.33 | 39.1 | 50.47 | |
| MI-ZeroBatch size=64, Zero-shot=true2025.12 | 15.16 | 35.43 | 50.36 | |
| PLIPBatch size=64, Zero-shot=true2025.12 | 11.52 | 27.51 | 40.92 | |
| Prov-GigaPathBatch size=64, Zero-shot=true2025.12 | 2.53 | 14.82 | 31.84 |