Image-Text Retrieval on SlideBench
15.13Recall@1PathFLIP (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PathFLIP (Ours)Batch size=64, Zero-shot=true2025.12 | 15.13 | 38.69 | 57.04 | |
| PathFLIP (w/o Slide Q-Former)Batch size=64, Zero-shot=true2025.12 | 11.27 | 36.39 | 54.61 | |
| PathFLIP (w/o T-R Atten.)Batch size=64, Zero-shot=true2025.12 | 7.81 | 28.1 | 48.23 | |
| PathFLIP (w/o Region Q-Former)Batch size=64, Zero-shot=true2025.12 | 5.81 | 21.03 | 36.13 | |
| PathGenBatch size=64, Zero-shot=true2025.12 | 5.13 | 21.65 | 36.29 | |
| MI-ZeroBatch size=64, Zero-shot=true2025.12 | 4.68 | 21.2 | 27.23 | |
| PLIPBatch size=64, Zero-shot=true2025.12 | 4.68 | 21.63 | 37.25 | |
| Prov-GigaPathBatch size=64, Zero-shot=true2025.12 | 4.68 | 22.59 | 38.22 | |
| CONCHBatch size=64, Zero-shot=true2025.12 | 3.6 | 22.76 | 37.98 | |
| PathAlignBatch size=64, Zero-shot=true2025.12 | 3.36 | 22.99 | 33.41 |