Face Forgery Detection on MID-FFD Protocol 2 (FF++, CDF, DFDCP, WDF, DF40, CDF3)
92.7FF++ ScoreOurs
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OursProtocol=Protocol 22025.12 | 92.7 | 89.71 | 88.52 | 86.01 | 90.71 | 92.93 | 93.76 | 94.01 | 87.85 | 89.12 | 90.53 | |
| EffortProtocol=Protocol 22025.12 | 87.57 | 86.75 | 85.13 | 80.12 | 87.36 | 88.1 | 86.59 | 84.32 | 80.99 | 81.71 | 84.86 | |
| Effnb4Protocol=Protocol 2, Backbone=EfficientNet-B42025.12 | 85.14 | 81.72 | 77.51 | 70.39 | 83.75 | 84.57 | 81.34 | 83.05 | 79.12 | 80.15 | 80.67 | |
| CLIPProtocol=Protocol 2, Backbone=CLIP2025.12 | 84.12 | 81.01 | 79.96 | 69.53 | 79.89 | 84.12 | 82.53 | 85.15 | 82.39 | 79.71 | 80.84 | |
| XceptionProtocol=Protocol 2, Backbone=Xception2025.12 | 83.79 | 80.52 | 78.08 | 76.13 | 76.43 | 87.15 | 80.82 | 82.7 | 80.56 | 76.79 | 80.29 | |
| SPSLProtocol=Protocol 2, Method Type=Frequency-based2025.12 | 82.79 | 84.17 | 83.62 | 74.01 | 79.99 | 82.66 | 87.53 | 81.6 | 79.05 | 82.03 | 81.74 |