Deepfake Detection on Unseen Advanced Generators VAE, HART, FLUX
51.18Average AccuracyGazeCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GazeCLIP2026.03 | 51.18 | 54.45 | |
| ResNet2026.03 | 51.08 | 35.3 | |
| Xception2026.03 | 51.08 | 26.67 | |
| DNA-Det2026.03 | 44.82 | 15.58 | |
| Lin et al.2026.03 | 44.67 | 40.3 | |
| CViT2026.03 | 42.9 | 28.68 | |
| ViT2026.03 | 42.76 | 39.72 | |
| OmniDFA2026.03 | 40.67 | 39.43 | |
| CLIP2026.03 | 40.63 | 38.79 | |
| FA2026.03 | 40.37 | 39.24 | |
| MFCLIP2026.03 | 37.94 | 36.67 | |
| CDAL2026.03 | 35.2 | 30.96 | |
| CAEL2026.03 | 33.16 | 17.68 | |
| DE-FAKE2026.03 | 20.89 | 13.75 |