AI-generated image detection on Chameleon (B.Acc)
99.9B.AccHEDGE
Evaluation results
| Method | Links | |
|---|---|---|
| HEDGE2026.04 | 99.9 | |
| DDAre-implementation=via DINO-v3-L2026.05 | 90.8 | |
| MIRROR2026.04 | 90.7 | |
| PROBEBackbone=DINOv2, Training Set=Reconstruction Training Set2026.05 | 86.6 | |
| Separate Expert Fusion (SEF)2026.05 | 86.2 | |
| DDA2026.04 | 83.5 | |
| DDA2026.05 | 82.4 | |
| DDATraining Set=Reconstruction Training Set2026.05 | 82.4 | |
| DRCT2026.04 | 79.8 | |
| B-Free2026.04 | 78.3 | |
| DINOv2Training Set=Reconstruction Training Set2026.05 | 77 | |
| BFreeTraining Set=Reconstruction Training Set2026.05 | 76 | |
| PROBEBackbone=ResNet50, Training Set=GenImage SD 1.42026.05 | 74 | |
| Aligned2026.05 | 71 | |
| AIDE2026.04 | 65.7 | |
| DRCTTraining Set=GenImage SD 1.42026.05 | 63.9 | |
| AIDE2026.05 | 63.1 | |
| AIDETraining Set=GenImage SD 1.42026.05 | 63.1 | |
| CNNSpotTraining Set=GenImage SD 1.42026.05 | 61.5 | |
| Aligned2026.04 | 61.3 | |
| UnivFDTraining Set=GenImage SD 1.42026.05 | 61.3 | |
| EffortTraining Set=GenImage SD 1.42026.05 | 60.3 | |
| NPR2026.05 | 59.9 | |
| SAFE2026.05 | 59.2 | |
| ResNet50Training Set=GenImage SD 1.42026.05 | 58.6 | |
| FatFormer2026.04 | 57.8 | |
| C2P-CLIP2026.04 | 57.6 | |
| SAFE2026.04 | 56.8 | |
| DRCT2026.05 | 56.6 | |
| NPRTraining Set=GenImage SD 1.42026.05 | 56.4 | |
| NPR2026.04 | 55.2 | |
| FatFormer2026.05 | 51.2 | |
| C2P-CLIP2026.05 | 51.1 | |
| UnivFD2026.05 | 50.7 | |
| UnivFD2026.04 | 39.5 |