OVD Verification on MIDV-DynAttack (test)
88Recall (Photo Reproduction)WSL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WSLTraining protocol=Legits + Non-Legits, Calibration=Maximizing Fscore2026.07 | 88 | 79.3 | 16.5 | 4.2 | |
| HoloVerifTraining protocol=Legits + Non-Legits, Calibration=Maximizing Fscore2026.07 | 67 | 92.5 | 35 | 68.9 | |
| MSMTraining protocol=Legits only, OOD Threshold=OOD@952026.07 | 56 | 73.6 | 71 | 67.1 | |
| HoloVerif-SpanTraining protocol=Legits only, OOD Threshold=OOD@952026.07 | 44 | 85.1 | 81.5 | 94.4 | |
| MIDV-Holo-BaselineTraining protocol=Legits + Non-Legits, Calibration=Maximizing Fscore2026.07 | 38 | 72.4 | 19.5 | 3.1 | |
| MSMTraining protocol=Legits only, OOD Threshold=OOD@992026.07 | 34 | 60.7 | 54 | 58.4 | |
| HoloVerif-SpanTraining protocol=Legits only, OOD Threshold=OOD@992026.07 | 24 | 67.3 | 49.5 | 87.3 |