Forgery Detection on DeepFakeDetection (DFD)
85.35AUCEfficientNet-B4
Evaluation results
| Method | Links | |
|---|---|---|
| EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 85.35 | |
| F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 82.81 | |
| LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 82.41 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 81.46 | |
| SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 81.41 | |
| SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 81.11 | |
| WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 80.88 | |
| XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 80.42 | |
| LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 79.83 | |
| ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 76.91 | |
| MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 55.24 |