Deepfake Detection on UADFV
0.994AUCForensics Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| Forensics Adapter2026.04 | 0.994 | |
| LRNetSize=0.18 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 0.985 | |
| SFAM2026.04 | 0.984 | |
| DSP-FWASize=28 M, Data Augmentation=true, Training Dataset=Unpub.2021.04 | 0.977 | |
| FWASize=26 M, Data Augmentation=true, Training Dataset=Unpub.2021.04 | 0.974 | |
| FFD2026.04 | 0.973 | |
| Effort2026.04 | 0.965 | |
| Xception2026.04 | 0.963 | |
| Efficientnet-B42026.04 | 0.96 | |
| UCF2026.04 | 0.955 | |
| RECCE2026.04 | 0.943 | |
| F3Net2026.04 | 0.93 | |
| CLIP2026.04 | 0.895 | |
| Meso4Size=0.03 M, Data Augmentation=false, Training Dataset=Unpub.2021.04 | 0.843 | |
| XceptionSize=20.8 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 0.804 | |
| CNN+RNNSize=24.3 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 0.709 | |
| CapsuleSize=15 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 0.613 |