LipSync Manipulation Detection on AVLips (test)
93.08APLipFD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LipFD2024.01 | 93.08 | 95.27 | 4 | 4 | — | |
| RealForensics2024.01 | 90.14 | 91.78 | 2 | 14 | — | |
| AVH-Align+TFDSCheckpoint=Official2026.05 | 89.6 | — | — | — | 87.1 | |
| AVH-Align*+TFDSCheckpoint=Retrained on AVLips2026.05 | 87.5 | — | — | — | 89.7 | |
| LipFD2026.05 | 85.3 | — | — | — | 84.7 | |
| LipForensics2024.01 | 81.56 | 86.13 | 18 | 10 | — | |
| AVAD2026.05 | 76.5 | — | — | — | 73.2 | |
| AVH-AlignCheckpoint=Official2026.05 | 76.2 | — | — | — | 85.8 | |
| AVH-Align*Checkpoint=Retrained on AVLips2026.05 | 74.3 | — | — | — | 84.5 | |
| RealForensics2026.05 | 69.9 | — | — | — | 71.9 | |
| DoubleStream2024.01 | 67.72 | 75.52 | 13 | 36 | — | |
| CViT2026.05 | 63.5 | — | — | — | 63.1 | |
| EfficientViT2026.05 | 63.3 | — | — | — | 64.8 | |
| CViT2024.01 | 56.68 | 65.54 | 7 | 61 | — | |
| SelfBlendedImages2024.01 | 52.13 | 49.99 | 7 | 51 | — | |
| UniversalFakeDetect2024.01 | 50.02 | 50.03 | 99 | 1 | — |