AI-Generated Image Detection on Chameleon post-proc
73.4AUCDEAR-r
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DEAR-rArchitecture Type=CNN-based2026.06 | 73.4 | 93.1 | 42.4 | |
| Corvi+Architecture Type=CNN-based2026.06 | 72.9 | 96 | 10.5 | |
| DEAR-cArchitecture Type=CNN-based2026.06 | 70.7 | 72.1 | 58.5 | |
| VCoDEArchitecture Type=ViT-based2026.06 | 70.5 | 83.2 | 44.1 | |
| RajanArchitecture Type=CNN-based2026.06 | 66.8 | 99.6 | 9.5 | |
| DRCTArchitecture Type=CNN-based2026.06 | 66.1 | 78.5 | 44.1 | |
| AIDEArchitecture Type=CNN-based2026.06 | 64.9 | 90.8 | 19.1 | |
| Rajan+Architecture Type=CNN-based2026.06 | 64.6 | 99 | 14.5 | |
| AEROBLADEArchitecture Type=Training-free2026.06 | 60.3 | — | — | |
| CorviArchitecture Type=CNN-based2026.06 | 57.1 | 93 | 13.6 | |
| SAFEArchitecture Type=CNN-based2026.06 | 53.4 | 99.5 | 0.1 | |
| C2P-CLIPArchitecture Type=CLIP-based2026.06 | 52.9 | 99.8 | 1 | |
| LaDeDaArchitecture Type=CNN-based2026.06 | 51.7 | 99.9 | 0 | |
| WaRPADArchitecture Type=Training-free2026.06 | 47.8 | — | — | |
| NPRArchitecture Type=CNN-based2026.06 | 47.6 | 98.6 | 2.1 | |
| ClipDetArchitecture Type=CLIP-based2026.06 | 45.2 | 45 | 48.1 | |
| UFDArchitecture Type=CLIP-based2026.06 | 44.5 | 96 | 2.4 | |
| FerretNetArchitecture Type=CNN-based2026.06 | 41.2 | 99.1 | 0.5 | |
| RINEArchitecture Type=CLIP-based2026.06 | 35.5 | 63.1 | 18.1 |