Deepfake Detection on IDForge (test)
95.79AUCAltFreezing
Evaluation results
| Method | Links | |
|---|---|---|
| AltFreezingLearning Type=Supervised, Modality=Video, Usage of Reference=false2026.01 | 95.79 | |
| SpeechForensicsLearning Type=Self-Supervised, Modality=Audio & Video, Usage of Reference=false2026.01 | 93.66 | |
| FTCNLearning Type=Supervised, Modality=Video, Usage of Reference=false2026.01 | 93.52 | |
| ExposeAnyone w/ VoxCeleb2Learning Type=Self-Supervised, Modality=Audio & Video, Usage of Reference=true2026.01 | 93.25 | |
| LipForensicsLearning Type=Supervised, Modality=Video, Usage of Reference=false2026.01 | 93.05 | |
| ExposeAnyoneLearning Type=Self-Supervised, Modality=Audio & Video, Usage of Reference=true2026.01 | 92.4 | |
| FSFMLearning Type=Supervised, Modality=Frame, Usage of Reference=false2026.01 | 87.59 | |
| EFFORTLearning Type=Supervised, Modality=Frame, Usage of Reference=false2026.01 | 85.79 | |
| ForensicsAdapterLearning Type=Pseudo-Supervised, Modality=Frame, Usage of Reference=false2026.01 | 83.92 | |
| UCFLearning Type=Supervised, Modality=Frame, Usage of Reference=false2026.01 | 81.46 | |
| SBILearning Type=Pseudo-Supervised, Modality=Frame, Usage of Reference=false2026.01 | 80.94 | |
| LAA-Net w/ SBILearning Type=Pseudo-Supervised, Modality=Frame, Usage of Reference=false2026.01 | 79.9 | |
| RealForensicsLearning Type=Supervised, Modality=Video, Usage of Reference=false2026.01 | 78.19 | |
| DFD-FCGLearning Type=Supervised, Modality=Video, Usage of Reference=false2026.01 | 77.56 | |
| EfficientNet-b4Learning Type=Supervised, Modality=Frame, Usage of Reference=false2026.01 | 75.88 | |
| ID-RevealLearning Type=Self-Supervised, Modality=Video, Usage of Reference=true2026.01 | 74.77 | |
| POI-ForensicsLearning Type=Self-Supervised, Modality=Audio & Video, Usage of Reference=true2026.01 | 72.6 | |
| LipFDLearning Type=Supervised, Modality=Audio & Video, Usage of Reference=false2026.01 | 64.33 | |
| ICTLearning Type=Pseudo-Supervised, Modality=Frame, Usage of Reference=false2026.01 | 59.46 | |
| RECCELearning Type=Supervised, Modality=Frame, Usage of Reference=false2026.01 | 56.19 | |
| AVADLearning Type=Self-Supervised, Modality=Audio & Video, Usage of Reference=false2026.01 | 55.78 | |
| Face X-rayLearning Type=Pseudo-Supervised, Modality=Frame, Usage of Reference=false2026.01 | 54.76 |