AI Image Detection on WildFake (In-domain)
1AUROCFiSeR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FiSeRFine-grained loss ablation=w/o2026.05 | 1 | 99.99 | |
| C2P-CLIP2026.05 | 0.9999 | 99.98 | |
| Effort2026.05 | 0.9999 | 99.99 | |
| FiSeR2026.05 | 0.9999 | 99.98 | |
| CLIPDetection2026.05 | 0.9998 | 99.99 | |
| DIRE2026.05 | 0.9998 | 99.98 | |
| FiSeRCoarse-grained loss ablation=w/o2026.05 | 0.9993 | 99.92 | |
| ResNet-50Backbone=ResNet-502026.05 | 0.9971 | 99.59 | |
| Gram-Net2026.05 | 0.9961 | 98.82 | |
| LGrad2026.05 | 0.9929 | 97.29 | |
| AIDE2026.05 | 0.9922 | 97.91 | |
| SAFE2026.05 | 0.9822 | 92.77 | |
| LASTED2026.05 | 0.9731 | 85.08 | |
| UniFD2026.05 | 0.9652 | 81.4 | |
| FreqNet2026.05 | 0.964 | 82.29 | |
| SPAI2026.05 | 0.9374 | 67.89 | |
| CNNDetection2026.05 | 0.8698 | 37.52 | |
| NPR2026.05 | 0.7427 | 14.72 | |
| LOTA2026.05 | 0.6822 | 20.29 |