DeepFake Detection on DF40 (FR)
99.79AUCXception
Evaluation results
| Method | Links | |
|---|---|---|
| XceptionTraining Set=FR(FF)2026.06 | 99.79 | |
| DeepspaceTraining Set=FR(FF)2026.06 | 99.77 | |
| S3-NSPTraining Set=FR(FF)2026.06 | 99.74 | |
| S3-NAETraining Set=FR(FF)2026.06 | 99.73 | |
| SRMTraining Set=FR(FF)2026.06 | 99.72 | |
| UCFTraining Set=FR(FF)2026.06 | 99.61 | |
| SPSLTraining Set=FR(FF)2026.06 | 99.57 | |
| S3-NSP+NAETraining Set=FR(FF)2026.06 | 99.16 | |
| FreqNetTraining Set=FR(FF)2026.06 | 99.04 | |
| RECCETraining Set=FR(FF)2026.06 | 98.37 | |
| F3NetTraining Set=FR(FF)2026.06 | 96.86 | |
| SpecXNetTraining Set=FR(FF)2026.06 | 95.97 | |
| FreqNetTraining Set=FS(FF)2026.06 | 93.89 | |
| UniShield2025.10 | 91.3 | |
| CLIP2025.10 | 90.8 | |
| S3-NSPTraining Set=FS(FF)2026.06 | 90.67 | |
| S3-NSP+NAETraining Set=FS(FF)2026.06 | 90.6 | |
| DFD-R12025.10 | 89.7 | |
| Xception2025.10 | 89.2 | |
| DeepspaceTraining Set=FS(FF)2026.06 | 89.11 | |
| SRMTraining Set=EFS(FF)2026.06 | 88.78 | |
| RFM2025.10 | 88.4 | |
| S3-NAETraining Set=FS(FF)2026.06 | 87.11 | |
| XceptionTraining Set=FS(FF)2026.06 | 87.08 | |
| SRM2025.10 | 86.7 | |
| SPSLTraining Set=EFS(FF)2026.06 | 86.15 | |
| RECCE2025.10 | 85.5 | |
| SPSLTraining Set=FS(FF)2026.06 | 85.45 | |
| SRMTraining Set=FS(FF)2026.06 | 84.97 | |
| SPSL2025.10 | 84.9 | |
| UCFTraining Set=FS(FF)2026.06 | 84.13 | |
| S3-NSPTraining Set=EFS(FF)2026.06 | 83.52 | |
| S3-NSP+NAETraining Set=EFS(FF)2026.06 | 83.51 | |
| S3-NAETraining Set=EFS(FF)2026.06 | 82.93 | |
| XceptionTraining Set=EFS(FF)2026.06 | 82.21 | |
| DeepspaceTraining Set=EFS(FF)2026.06 | 81.2 | |
| F3NetTraining Set=FS(FF)2026.06 | 74.82 | |
| UCFTraining Set=EFS(FF)2026.06 | 72.79 | |
| F3NetTraining Set=EFS(FF)2026.06 | 72.51 | |
| RECCETraining Set=FS(FF)2026.06 | 72.5 | |
| RECCETraining Set=EFS(FF)2026.06 | 70.68 | |
| FreqNetTraining Set=EFS(FF)2026.06 | 68.45 | |
| SpecXNetTraining Set=FS(FF)2026.06 | 67.62 | |
| SpecXNetTraining Set=EFS(FF)2026.06 | 61.52 |