Forgery detection on Celeb-DF v1
0.7875AUCLFWS
Evaluation Results
| Method | Links | |
|---|---|---|
| LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 0.7875 | |
| SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 0.7466 | |
| EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 0.7363 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 0.7188 | |
| LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 0.7106 | |
| F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 0.7052 | |
| WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 0.686 | |
| SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 0.6734 | |
| ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 0.6607 | |
| XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 0.6238 | |
| MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 0.6022 |