Deepfake Detection on DF40 Average
93.63Average AUCS3-NSP
Evaluation results
| Method | Links | |
|---|---|---|
| S3-NSPTraining Set=FS(FF)2026.06 | 93.63 | |
| S3-NSP+NAETraining Set=FS(FF)2026.06 | 93.58 | |
| S3-NAETraining Set=FS(FF)2026.06 | 92.45 | |
| XceptionTraining Set=FS(FF)2026.06 | 92.39 | |
| DeepspaceTraining Set=FS(FF)2026.06 | 92.06 | |
| SRMTraining Set=EFS(FF)2026.06 | 91.71 | |
| UCFTraining Set=FS(FF)2026.06 | 90.92 | |
| S3-NSPTraining Set=EFS(FF)2026.06 | 90.87 | |
| S3-NSP+NAETraining Set=EFS(FF)2026.06 | 90.71 | |
| SPSLTraining Set=EFS(FF)2026.06 | 90.59 | |
| S3-NAETraining Set=FR(FF)2026.06 | 90.42 | |
| SRMTraining Set=FS(FF)2026.06 | 89.78 | |
| S3-NAETraining Set=EFS(FF)2026.06 | 89.65 | |
| XceptionTraining Set=EFS(FF)2026.06 | 89.55 | |
| SPSLTraining Set=FS(FF)2026.06 | 89.54 | |
| DeepspaceTraining Set=EFS(FF)2026.06 | 89.39 | |
| FreqNetTraining Set=FR(FF)2026.06 | 87.01 | |
| UCFTraining Set=EFS(FF)2026.06 | 85.23 | |
| S3-NSP+NAETraining Set=FR(FF)2026.06 | 83.55 | |
| F3NetTraining Set=EFS(FF)2026.06 | 83.52 | |
| FreqNetTraining Set=FS(FF)2026.06 | 82.86 | |
| F3NetTraining Set=FS(FF)2026.06 | 82.81 | |
| S3-NSPTraining Set=FR(FF)2026.06 | 82.53 | |
| RECCETraining Set=EFS(FF)2026.06 | 82.51 | |
| SPSLTraining Set=FR(FF)2026.06 | 81.23 | |
| SRMTraining Set=FR(FF)2026.06 | 80.87 | |
| SpecXNetTraining Set=EFS(FF)2026.06 | 80.15 | |
| RECCETraining Set=FS(FF)2026.06 | 79.31 | |
| DeepspaceTraining Set=FR(FF)2026.06 | 77.2 | |
| FreqNetTraining Set=EFS(FF)2026.06 | 76 | |
| SpecXNetTraining Set=FS(FF)2026.06 | 75.84 | |
| RECCETraining Set=FR(FF)2026.06 | 74.98 | |
| UCFTraining Set=FR(FF)2026.06 | 73.76 | |
| XceptionTraining Set=FR(FF)2026.06 | 72.86 | |
| F3NetTraining Set=FR(FF)2026.06 | 65.77 | |
| SpecXNetTraining Set=FR(FF)2026.06 | 61.47 |