Deepfake Detection on DF40 and FFHQ unseen generators
89.8Average Accuracy (ACC)GazeCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GazeCLIP2026.03 | 89.8 | 77.35 | |
| FA2026.03 | 88.78 | 55.45 | |
| Lin et al.2026.03 | 88.04 | 64.8 | |
| DNA-Net2026.03 | 86.99 | 72.03 | |
| CViT2026.03 | 86.29 | 64.73 | |
| ViT2026.03 | 84.42 | 62.31 | |
| OmniDFA2026.03 | 84.36 | 63.18 | |
| ResNet2026.03 | 83.1 | 63.22 | |
| CAEL2026.03 | 81.71 | 62.3 | |
| MFCLIP2026.03 | 81.26 | 70.39 | |
| CDAL2026.03 | 80.2 | 53.62 | |
| Xception2026.03 | 78.58 | 50.78 | |
| CLIP2026.03 | 65.55 | 69.91 | |
| DE-FAKE2026.03 | 60.42 | 64.3 |