Deepfake Detection on DFFD (test)
99.95AUCPhase4DFD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Phase4DFDevaluation_protocol=standard2026.01 | 99.95 | 99.46 | |
| BNext-TBackbone status=trainable, Parameters (M)=29.8, FLOPs (G)=0.892024.06 | 99.94 | 98.95 | |
| BNext-SBackbone status=trainable, Parameters (M)=67.1, FLOPs (G)=1.912024.06 | 99.94 | 99.01 | |
| BNext -Tevaluation_protocol=standard2026.01 | 99.94 | 98.95 | |
| BNext -Sevaluation_protocol=standard2026.01 | 99.94 | 99.01 | |
| BNext-MBackbone status=trainable, Parameters (M)=133, FLOPs (G)=3.392024.06 | 99.92 | 98.75 | |
| VGG16Model=VGG16, Parameters (M)=138.4, FLOPs (G)=15.52024.06 | 99.67 | — | |
| VGG16evaluation_protocol=standard2026.01 | 99.67 | — | |
| XceptionModel=Xception, Parameters (M)=40.0, FLOPs (G)=18.02024.06 | 99.64 | — | |
| Xceptionevaluation_protocol=standard2026.01 | 99.64 | — | |
| BNext-SBackbone status=frozen, Parameters (M)=67.1, FLOPs (G)=1.912024.06 | 88.58 | 89.69 | |
| BNext-TBackbone status=frozen, Parameters (M)=29.8, FLOPs (G)=0.892024.06 | 87.65 | 89.56 | |
| BNext-MBackbone status=frozen, Parameters (M)=133, FLOPs (G)=3.392024.06 | 86.64 | 89.61 |