AI-Generated Image Detection on Chameleon (original)
85.6AUCDEAR-c
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DEAR-cArchitecture Type=CNN-based2026.06 | 85.6 | 76.2 | 77.9 | |
| Corvi+Architecture Type=CNN-based2026.06 | 83.6 | 99.5 | 18.8 | |
| VCoDEArchitecture Type=ViT-based2026.06 | 81.6 | 78.3 | 69.6 | |
| RajanArchitecture Type=CNN-based2026.06 | 79.9 | 98.9 | 26.8 | |
| DEAR-rArchitecture Type=CNN-based2026.06 | 78.9 | 81.7 | 64.2 | |
| Rajan+Architecture Type=CNN-based2026.06 | 75.4 | 99.3 | 30.1 | |
| AEROBLADEArchitecture Type=Training-free2026.06 | 74.8 | — | — | |
| DRCTArchitecture Type=CNN-based2026.06 | 74.6 | 79.9 | 57.9 | |
| AIDEArchitecture Type=CNN-based2026.06 | 73.7 | 93 | 25.7 | |
| CorviArchitecture Type=CNN-based2026.06 | 73.2 | 98.9 | 19.4 | |
| SAFEArchitecture Type=CNN-based2026.06 | 57.1 | 99.6 | 5.5 | |
| UFDArchitecture Type=CLIP-based2026.06 | 55.4 | 97.8 | 3.6 | |
| WaRPADArchitecture Type=Training-free2026.06 | 55.2 | — | — | |
| ClipDetArchitecture Type=CLIP-based2026.06 | 52.7 | 74.1 | 28.9 | |
| NPRArchitecture Type=CNN-based2026.06 | 52.1 | 98.8 | 8 | |
| LaDeDaArchitecture Type=CNN-based2026.06 | 50.9 | 100 | 5.3 | |
| C2P-CLIPArchitecture Type=CLIP-based2026.06 | 44.2 | 99.5 | 2.8 | |
| FerretNetArchitecture Type=CNN-based2026.06 | 42.9 | 99.2 | 5.8 | |
| RINEArchitecture Type=CLIP-based2026.06 | 39.2 | 60.7 | 23.5 |