Face Forgery Detection on FaceForensics++
99.71AUCLAKAN
Evaluation Results
| Method | Links | |
|---|---|---|
| LAKANTraining=FF++ real face videos2025.10 | 99.71 | |
| SBITraining=FF++ real face videos2025.10 | 99.64 | |
| AUNetTraining=FF++ real face videos2025.10 | 99.46 | |
| RAETraining=FF++ real face videos2025.10 | 98.9 | |
| SeeABLETraining=FF++ real face videos2025.10 | 98.5 | |
| XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 98.05 | |
| F3-Net2021.03 | 97.97 | |
| F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 97.91 | |
| SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 97.89 | |
| WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 97.78 | |
| SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.05 | 97.7 | |
| EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 97.65 | |
| LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 97.61 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.05 | 97.41 | |
| SPSLBackbone=Xception2021.03 | 96.91 | |
| SMIL2021.03 | 96.8 | |
| ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 96.65 | |
| LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.05 | 96.62 | |
| Capsule2021.03 | 96.6 | |
| XceptionCompression=c402021.03 | 95.5 | |
| Two-branch2021.03 | 93.2 | |
| DSP-FWA2021.03 | 93 | |
| Meso42021.03 | 84.7 | |
| MesoInception42021.03 | 83 | |
| FWA2021.03 | 80.1 | |
| VA-LogReg2021.03 | 78 | |
| Multi-task2021.03 | 76.3 | |
| MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.05 | 71.35 | |
| Two-stream2021.03 | 70.1 | |
| VA-MLP2021.03 | 66.4 | |
| WDFMethod Category=Method 1, Training Dataset=DFDCP2026.05 | 65.56 | |
| SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 64.99 | |
| LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.05 | 64.64 | |
| EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 64.62 | |
| LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.05 | 64.57 | |
| SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 64.04 | |
| XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 62.95 | |
| LBPMethod Category=Method 1, Training Dataset=DFDCP2026.05 | 62.74 | |
| F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.05 | 62.64 | |
| Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 61.32 | |
| RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.05 | 60.74 | |
| HeadPose2021.03 | 47.3 |