Forgery detection on DFDCP
94.11AUCRNet34
Evaluation Results
| Method | Links | |
|---|---|---|
| RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 94.11 | |
| XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 94.08 | |
| SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 93.8 | |
| EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 93.13 | |
| LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.05 | 92.62 | |
| F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 92.45 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.05 | 92.24 | |
| LBPMethod Category=Method 1, Training Dataset=DFDCP2026.05 | 92.13 | |
| SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 92.09 | |
| WDFMethod Category=Method 1, Training Dataset=DFDCP2026.05 | 91.68 | |
| Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 79.37 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 73.45 | |
| F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 72.59 | |
| SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 72.49 | |
| WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 72.44 | |
| LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 71.49 | |
| SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 70.19 | |
| LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 69.91 | |
| XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 67.64 | |
| EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 67.37 | |
| ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 63.55 | |
| MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 57.34 |