AI-generated video detection on GenVidBench 1.0 (test)
98.05MuseV ScoreNAMP + Timesformer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NAMP + TimesformerBase detector=Timesformer2026.06 | 98.05 | 96.55 | 100 | 100 | 3.14 | 79.32 | |
| X3D2026.06 | 92.39 | 37.27 | 49.6 | 65.72 | 97.51 | 77.09 | |
| NAMP + I3DBase detector=I3D2026.06 | 92.2 | 80.6 | 98.71 | 96.76 | 90.81 | 91.92 | |
| NAMP + SlowFastBase detector=SlowFast2026.06 | 86.92 | 94.56 | 88.14 | 93.36 | 87.81 | 90.18 | |
| CFV22026.06 | 86.26 | 86.53 | 16.9 | 10.1 | 88.4 | 60.53 | |
| LOTA2026.06 | 77.65 | 63.31 | 79.57 | 79.68 | 76.12 | 75.32 | |
| MViT V22026.06 | 76.34 | 98.29 | 96.62 | 47.5 | 97.58 | 79.9 | |
| TimeSformer2026.06 | 73.14 | 20.17 | 39.4 | 74.8 | 92.32 | 64.28 | |
| TSM2026.06 | 70.37 | 54.7 | 70.37 | 78.46 | 96.76 | 76.4 | |
| VideoSwin2026.06 | 62.29 | 8.01 | 45.83 | 91.82 | 99.29 | 67.27 | |
| TRN2026.06 | 38.92 | 26.64 | 93.98 | 91.34 | 93.97 | 71.26 | |
| TPN2026.06 | 37.86 | 8.79 | 90.04 | 68.25 | 97.34 | 61.52 | |
| F3Net2026.06 | 37.43 | 37.27 | 39.59 | 36.46 | 52.76 | 42.52 | |
| TIN2026.06 | 33.78 | 21.47 | 79.44 | 81.59 | 97.88 | 63.97 | |
| UniFormer V22026.06 | 20.05 | 14.81 | 99.21 | 45.21 | 96.89 | 57.55 | |
| SlowFast2026.06 | 12.25 | 12.68 | 45.93 | 38.34 | 93.63 | 41.66 | |
| I3D2026.06 | 8.15 | 8.29 | 59.24 | 60.11 | 93.99 | 49.23 | |
| ESSP2026.06 | 2.44 | 6.8 | 5.33 | 0.15 | 98.16 | 22.83 |