Deepfake Detection on DF40 (FE)
99.88AUCS3-NSP
Evaluation Results
| Method | Links | |
|---|---|---|
| S3-NSPTraining Set=EFS(FF)2026.06 | 99.88 | |
| S3-NSP+NAETraining Set=EFS(FF)2026.06 | 99.83 | |
| DeepspaceTraining Set=EFS(FF)2026.06 | 99.61 | |
| UCFTraining Set=EFS(FF)2026.06 | 99.47 | |
| SRMTraining Set=EFS(FF)2026.06 | 99.23 | |
| XceptionTraining Set=EFS(FF)2026.06 | 99.12 | |
| S3-NAETraining Set=EFS(FF)2026.06 | 99.12 | |
| SPSLTraining Set=EFS(FF)2026.06 | 98.96 | |
| S3-NAETraining Set=FS(FF)2026.06 | 98.17 | |
| XceptionTraining Set=FS(FF)2026.06 | 98.01 | |
| SpecXNetTraining Set=EFS(FF)2026.06 | 97.79 | |
| F3NetTraining Set=EFS(FF)2026.06 | 97.63 | |
| S3-NSPTraining Set=FS(FF)2026.06 | 96.86 | |
| S3-NSP+NAETraining Set=FS(FF)2026.06 | 96.79 | |
| SPSLTraining Set=FS(FF)2026.06 | 96.66 | |
| DeepspaceTraining Set=FS(FF)2026.06 | 95.87 | |
| SRMTraining Set=FS(FF)2026.06 | 95.86 | |
| UCFTraining Set=FS(FF)2026.06 | 95.58 | |
| RECCETraining Set=EFS(FF)2026.06 | 94.98 | |
| FreqNetTraining Set=FR(FF)2026.06 | 92.17 | |
| S3-NAETraining Set=FR(FF)2026.06 | 90.66 | |
| FreqNetTraining Set=FS(FF)2026.06 | 89.9 | |
| RECCETraining Set=FS(FF)2026.06 | 89.43 | |
| FreqNetTraining Set=EFS(FF)2026.06 | 86.59 | |
| F3NetTraining Set=FS(FF)2026.06 | 85.08 | |
| SpecXNetTraining Set=FS(FF)2026.06 | 83.17 | |
| S3-NSP+NAETraining Set=FR(FF)2026.06 | 76.36 | |
| SPSLTraining Set=FR(FF)2026.06 | 73.54 | |
| SRMTraining Set=FR(FF)2026.06 | 69.53 | |
| S3-NSPTraining Set=FR(FF)2026.06 | 67.38 | |
| RECCETraining Set=FR(FF)2026.06 | 51.74 | |
| DeepspaceTraining Set=FR(FF)2026.06 | 51.44 | |
| UCFTraining Set=FR(FF)2026.06 | 40.03 | |
| XceptionTraining Set=FR(FF)2026.06 | 37.74 | |
| F3NetTraining Set=FR(FF)2026.06 | 29.35 | |
| SpecXNetTraining Set=FR(FF)2026.06 | 28.93 |