OVD Verification on MIDV-Holo vs. MIDV-DynAttack Static-swap (test)
96.9mean AUCHoloVerif Span
Evaluation results
| Method | Links | |
|---|---|---|
| HoloVerif SpanTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 96.9 | |
| MSMTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 92.3 | |
| WSLTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 80.6 | |
| HoloVerifTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 79.2 | |
| WSLTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 74.8 | |
| HoloVerifTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 62.2 | |
| MIDV-Holo-BaselineTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+40A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 48.5 |