| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GenImage | MPFT (CLIP-ViT) | Midjourney Detection Rate99.3 | 65 | 2d ago | |
| Chameleon | MIRROR | Accuracy90.7 | 63 | 4d ago | |
| Chameleon (test) | SimLBR | Accuracy85.57 | 54 | 2d ago | |
| CelebA-HQ v2 (test) | GRRE | ACC100 | 40 | 4d ago | |
| GenImage 1.0 (test) | DCCT | Midjourney Detection Rate95.61 | 24 | 3d ago | |
| DDPM generator (test) | NPR | Accuracy99.29 | 22 | 4d ago | |
| LSUN Bedroom (test) | GRRE | Accuracy100 | 20 | 4d ago | |
| ImageNet 1k (test) | AEROBLADE | Accuracy94.41 | 20 | 4d ago | |
| CommunityAI (In-the-wild) | NPR | Real Accuracy99.8 | 18 | 3d ago | |
| SocialRF (In-the-wild) | DINOv3-Linear | Real Accuracy93.7 | 18 | 3d ago | |
| WildRF (In-the-wild) | LaDeDa | Accuracy (Real)98.8 | 18 | 4d ago | |
| Chameleon In-the-wild | NPR | Real Accuracy99.9 | 18 | 3d ago | |
| GauGAN | UnivFD | mAP100 | 17 | 2d ago | |
| CycleGAN | UnivFD | mAP99.8 | 17 | 2d ago | |
| BigGAN | UnivFD | mAP99.3 | 17 | 2d ago | |
| StyleGAN | SDAIE† | mAP1 | 17 | 2d ago | |
| ProGAN | CNNSpot | mAP100 | 17 | 2d ago | |
| AIGI-Now | AIDE | FLUX-dev Pixel Score0.991 | 17 | 3d ago | |
| DRCT-2M 1.0 (test) | Conv-B | Detection Rate LDM99.97 | 15 | 3d ago | |
| Average across diffusion-based generators | SDAIE† | Accuracy94.8 | 12 | 2d ago | |
| SDXL | NPR | Accuracy98.6 | 12 | 2d ago | |
| DALLE2 | NPR | Accuracy99.6 | 12 | 2d ago | |
| VQDM | DIRE-D | Accuracy91.9 | 12 | 2d ago | |
| SD v1.5 | NPR | Accuracy97.5 | 12 | 2d ago | |
| SD v1.4 | NPR | Accuracy97.4 | 12 | 2d ago |
