Deepfake Detection on DeepfakeTIMIT LQ
99.96AUCAV-Lip-Sync+ with FE
Evaluation Results
| Method | Links | |
|---|---|---|
| AV-Lip-Sync+ with FEType=Multimodal, Modality=AV2023.11 | 99.96 | |
| FWAType=Unimodal, Modality=V2023.11 | 99.9 | |
| DSP-FWAType=Unimodal, Modality=V2023.11 | 99.9 | |
| POI-ForensicsType=Multimodal, Modality=AV2023.11 | 98.2 | |
| MDSType=Multimodal, Modality=AV2023.11 | 97.92 | |
| AV-Lip-SyncType=Multimodal, Modality=AV2023.11 | 97.9 | |
| MCLType=Multimodal, Modality=AV2023.11 | 97.2 | |
| Emotions don't lieType=Multimodal, Modality=AV2023.11 | 96.3 | |
| Xception-c23Type=Unimodal, Modality=V2023.11 | 95.9 | |
| AV-Lip-Sync+Type=Multimodal, Modality=AV2023.11 | 95.8 | |
| Meso-4Type=Unimodal, Modality=V2023.11 | 87.8 | |
| Two-streamType=Unimodal, Modality=V2023.11 | 83.5 | |
| CapsuleType=Unimodal, Modality=V2023.11 | 78.4 | |
| VA-LogRegType=Unimodal, Modality=V2023.11 | 77 | |
| Xception-c40Type=Unimodal, Modality=V2023.11 | 75.8 | |
| Multi-taskType=Unimodal, Modality=V2023.11 | 62.2 | |
| VA-MLPType=Unimodal, Modality=V2023.11 | 61.4 | |
| Xception-rawType=Unimodal, Modality=V2023.11 | 56.7 | |
| HeadPoseType=Unimodal, Modality=V2023.11 | 55.1 |