Deepfake Detection on Cross-dataset Summary (CDv1, CDv2, DFDC, DFDCP, UADFV) (test)
90.5Average AUCForensics Adapter
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Forensics Adapter2026.04 | 90.5 | 88.1 | 66.5 | 0.102 | |
| SFAM2026.04 | 88.6 | 88.5 | 74.7 | 0.066 | |
| Effort2026.04 | 85.3 | 85 | 73.1 | 0.074 | |
| UCF2026.04 | 78.5 | 78.5 | 68.1 | 0.081 | |
| Xception2026.04 | 77.5 | 77.4 | 62.3 | 0.094 | |
| Efficientnet-B42026.04 | 75.8 | 75.9 | 62.9 | 0.097 | |
| F3Net2026.04 | 75.3 | 75.3 | 64.3 | 0.08 | |
| FFD2026.04 | 74.8 | 75.7 | 54.7 | 0.115 | |
| CLIP2026.04 | 73.9 | 74 | 60.1 | 0.069 | |
| RECCE2026.04 | 73.4 | 74.4 | 63.1 | 0.083 |