Deepfake Detection on SP24 Adversarial Fake Images
10.5Recall Degradation (ΔR)CNN-F
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNN-FSurrogate Model=ViT, Variant=Ours2026.06 | 10.5 | 67.4 | |
| CNN-FSurrogate Model=CLIP-ResNet, Variant=Ours2026.06 | 15.03 | 78.8 | |
| CNN-FSurrogate Model=EfficientNet, Variant=Ours2026.06 | 15.44 | 61.5 | |
| CNN-FSurrogate Model=ViT, Variant=SP242026.06 | 32.23 | — | |
| CNN-FSurrogate Model=EfficientNet, Variant=SP242026.06 | 40.06 | — | |
| CNN-FSurrogate Model=CLIP-ResNet, Variant=SP242026.06 | 70.85 | — |