AI-generated Video Detection on VidProM 2024 (test)
100Accuracy (Pika)MPF-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MPF-NetSequence Length=8, MetaCLIP backbone=terminal 1/4 layers2026.01 | 100 | 99.97 | 99.38 | 81.15 | 95.13 | |
| ReStraV2026.01 | 90.9 | 99.5 | 99.05 | 98.37 | 97.06 | |
| Gram-Net2026.01 | 84.19 | 67.42 | 52.48 | 50.46 | 63.64 | |
| GIA2026.01 | 53.73 | 51.75 | 41.05 | 60.22 | 51.69 | |
| CNNSpot2026.01 | 51.17 | 50.18 | 49.97 | 50.31 | 50.41 | |
| Fusing2026.01 | 50.6 | 50.07 | 49.81 | 51.28 | 50.44 | |
| DFD2026.01 | 50.53 | 49.95 | 48.96 | 48.32 | 49.44 | |
| FreDect2026.01 | 50.07 | 54.03 | 69.88 | 69.94 | 60.98 | |
| UnivFD2026.01 | 49.41 | 48.65 | 49.58 | 57.43 | 51.27 | |
| LNP2026.01 | 43.48 | 45.1 | 47.5 | 45.21 | 45.32 |