Hologram Verification on MIDV-Holo Vanilla (test)
98F-scoreDirect Classifier
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Direct ClassifierFrame Rate=15 FPS, Ablation/Variant=With bg. subtraction2026.07 | 98 | 98 | |
| HoloVerifFrame Rate=15 FPS, Ablation/Variant=No augmentations2026.07 | 97 | 98 | |
| WSLFrame Rate=15 FPS2026.07 | 95 | 97 | |
| HoloVerifFrame Rate=15 FPS2026.07 | 95 | 96 | |
| Direct ClassifierFrame Rate=15 FPS2026.07 | 93 | 91 | |
| MIDV-HoloFrame Rate=15 FPS2026.07 | 84 | 82 | |
| HoloVerifFrame Rate=15 FPS, Ablation/Variant=Pseudo labels only2026.07 | 66 | 89 |