OVD Verification on MIDV-Holo vs. MIDV-DynAttack Dynamic (test)
98.6Mean AUCHoloVerif Span
Evaluation results
| Method | Links | |
|---|---|---|
| HoloVerif SpanTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 98.6 | |
| HoloVerifTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 92.7 | |
| MSMTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 85.6 | |
| HoloVerifTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 73.1 | |
| WSLTraining Regime=Only on Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 61.6 | |
| WSLTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 60.7 | |
| MIDV-Holo-BaselineTraining Regime=Legits + Non-Legits, #Vids. Legit/Attack=60L+60A, Calibration Status=Uncalibrated, Evaluation Method=5-fold cross-validation2026.07 | 8.8 |