Deepfake Detection on Protocol 2 Hybrid, FR, FS, EFS v1 (test)
99.9Hybrid AUCSAIDO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAIDOVenue=CVPR’26, Replay=×, Stage=Task12026.04 | 99.9 | — | — | — | 99.9 | |
| Face-D²CLVenue=-, Replay=×, Stage=Task12026.04 | 99.8 | — | — | — | 99.8 | |
| DFD-FCGVenue=CVPR’25, Replay=/, Stage=Task12026.04 | 99.4 | — | — | — | 99.4 | |
| Face-D²CLVenue=-, Replay=×, Stage=Task22026.04 | 99.2 | 99.7 | — | — | 99.5 | |
| SAIDOVenue=CVPR’26, Replay=×, Stage=Task22026.04 | 99 | 92.5 | — | — | 95.8 | |
| Face-D²CLVenue=-, Replay=×, Stage=Task32026.04 | 99 | 98.9 | 98.9 | — | 98.9 | |
| SAIDOVenue=CVPR’26, Replay=×, Stage=Task42026.04 | 98.7 | 91.4 | 34 | 97.5 | 80.4 | |
| DFD-FCGVenue=CVPR’25, Replay=/, Stage=Task22026.04 | 98.5 | 95.2 | — | — | 96.7 | |
| Face-D²CLVenue=-, Replay=×, Stage=Task42026.04 | 97.8 | 98 | 98.8 | 99.9 | 98.6 | |
| DFD-FCGVenue=CVPR’25, Replay=/, Stage=Task32026.04 | 97.6 | 95.9 | 74.3 | — | 89.3 | |
| DFD-FCGVenue=CVPR’25, Replay=/, Stage=Task42026.04 | 97.5 | 97.7 | 67.3 | 99.9 | 90.6 | |
| SAIDOVenue=CVPR’26, Replay=×, Stage=Task32026.04 | 96.8 | 96.7 | 74.3 | — | 89.3 | |
| DFILVenue=ACM MM’23, Replay=✓, Stage=Task12026.04 | 94.9 | — | — | — | 94.9 | |
| DFILVenue=ACM MM’23, Replay=✓, Stage=Task22026.04 | 87.1 | 99.7 | — | — | 93.4 | |
| SUR-LIDVenue=CVPR’25, Replay=✓, Stage=Task22026.04 | 86.1 | 97.3 | — | — | 91.7 | |
| SUR-LIDVenue=CVPR’25, Replay=✓, Stage=Task42026.04 | 86.1 | 96.8 | 66 | 99.9 | 87.2 | |
| SUR-LIDVenue=CVPR’25, Replay=✓, Stage=Task12026.04 | 85.2 | — | — | — | 85.2 | |
| SUR-LIDVenue=CVPR’25, Replay=✓, Stage=Task32026.04 | 84.2 | 96.4 | 62 | — | 80.9 | |
| DFILVenue=ACM MM’23, Replay=✓, Stage=Task32026.04 | 82.7 | 96.7 | 98.9 | — | 92.8 | |
| DFILVenue=ACM MM’23, Replay=✓, Stage=Task42026.04 | 82.1 | 95.9 | 97.3 | 99.9 | 93.8 | |
| DFFreqVenue=TIFS’26, Replay=/, Stage=Task32026.04 | 57.8 | 99.9 | 88.5 | — | 82.1 | |
| DFFreqVenue=TIFS’26, Replay=/, Stage=Task12026.04 | 57 | — | — | — | 57 | |
| DFFreqVenue=TIFS’26, Replay=/, Stage=Task22026.04 | 53.5 | 99.9 | — | — | 76.7 | |
| DFFreqVenue=TIFS’26, Replay=/, Stage=Task42026.04 | 50.5 | 99.9 | 87.2 | 99.9 | 84.4 |