Video Forgery Detection on VidProm
99.85Pika ScoreDinoV3
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DinoV3training_protocol=frozen backbone with linear layer2026.02 | 99.85 | 99.88 | 97.64 | 97.68 | 98.76 | |
| PEtraining_protocol=frozen backbone with linear layer2026.02 | 98.57 | 99.92 | 99.26 | 81.15 | 94.73 | |
| MetaCLIP-v2training_protocol=frozen backbone with linear layer2026.02 | 97.84 | 99.82 | 99.71 | 87.62 | 96.25 | |
| CLIPtraining_protocol=frozen backbone with linear layer2026.02 | 96.37 | 77.64 | 85.35 | 10.93 | 67.57 | |
| ReStraV2026.02 | 90.9 | 99.5 | 99.05 | 98.37 | 97.06 | |
| Gram-Net2026.02 | 84.19 | 67.42 | 52.48 | 50.46 | 63.64 | |
| SigLIP2training_protocol=frozen backbone with linear layer2026.02 | 75.4 | 98.96 | 99.67 | 99.28 | 93.33 | |
| GIA2026.02 | 53.73 | 51.75 | 41.05 | 60.22 | 51.69 | |
| CNNSpot2026.02 | 51.17 | 50.18 | 49.97 | 50.31 | 50.41 | |
| Fusing2026.02 | 50.6 | 50.07 | 49.81 | 51.28 | 50.44 | |
| FreDect2026.02 | 50.07 | 54.03 | 69.88 | 69.94 | 60.98 | |
| UnivFD2026.02 | 49.41 | 48.65 | 49.58 | 57.43 | 51.27 | |
| SigLIPtraining_protocol=frozen backbone with linear layer2026.02 | 38.67 | 90.57 | 99.87 | 82.78 | 77.97 |