Video Forgery Detection on GenVidBench
99.52HD-VG ScoreCAM-VFD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CAM-VFDType=Multimodal2026.05 | 99.52 | 99.74 | 92.85 | 92.1 | 92.36 | 95.31 | |
| VideoSwinType=Transformer2026.05 | 98.55 | 88.47 | 68.48 | 49.11 | 81.42 | 77.21 | |
| TINType=CNN2026.05 | 97.88 | 81.59 | 21.47 | 33.78 | 79.44 | 62.83 | |
| MViT V2Type=Transformer2026.05 | 97.58 | 47.5 | 98.29 | 76.34 | 96.62 | 83.27 | |
| X3DType=CNN2026.05 | 97.51 | 65.72 | 37.27 | 92.39 | 49.6 | 68.5 | |
| TPNType=CNN2026.05 | 97.34 | 68.25 | 8.79 | 37.86 | 90.04 | 60.46 | |
| UniFormerV2Type=Transformer2026.05 | 96.89 | 45.21 | 14.81 | 20.05 | 99.21 | 55.23 | |
| TSMType=CNN2026.05 | 96.76 | 78.46 | 54.7 | 70.37 | 70.37 | 74.13 | |
| I3DType=CNN2026.05 | 93.99 | 60.11 | 8.29 | 8.15 | 59.24 | 45.96 | |
| TRNType=CNN2026.05 | 93.97 | 91.34 | 26.64 | 38.92 | 93.98 | 68.97 | |
| SlowFastType=CNN2026.05 | 93.63 | 38.34 | 12.68 | 12.25 | 45.93 | 40.57 | |
| TimeSformerType=Transformer2026.05 | 92.32 | 74.8 | 20.17 | 73.14 | 39.4 | 59.97 |