| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Chameleon | PiND | Accuracy92.4 | 107 | 5d ago | |
| GenImage | Conv-B | Midjourney Detection Rate99.54 | 106 | 11d ago | |
| Chameleon (test) | SimLBR | Accuracy85.57 | 74 | 25d ago | |
| GenImage 61 (test) | Conv-B | AUC96.9 | 45 | 1mo ago | |
| CelebA-HQ v2 (test) | GRRE | ACC100 | 40 | 1mo ago | |
| SD v1.5 | Q-LoRA | Accuracy99.37 | 36 | 1mo ago | |
| WildFake (All) | AgentFoX-32B | F1 Score93.26 | 32 | 24d ago | |
| UniversalFakeDetect | UniFD | Pro-GAN Accuracy100 | 32 | 11d ago | |
| GauGAN | UnivFD | mAP100 | 29 | 1mo ago | |
| CycleGAN | UnivFD | mAP99.8 | 29 | 1mo ago | |
| BigGAN | RA-Det | mAP99.83 | 29 | 1mo ago | |
| StyleGAN | SDAIE† | mAP1 | 29 | 23d ago | |
| ProGAN | CNNSpot | mAP100 | 29 | 1mo ago | |
| DALLE2 | NPR | Accuracy99.6 | 24 | 1mo ago | |
| VQDM | RA-Det | Accuracy94.43 | 24 | 1mo ago | |
| SD v1.4 | NPR | Accuracy97.4 | 24 | 1mo ago | |
| Glide | NPR | Accuracy96.7 | 24 | 1mo ago | |
| StyleGAN2 | SDAIE† | Acc99.2 | 24 | 1mo ago | |
| StarGAN | Accuracy100 | 24 | 1mo ago | ||
| GenImage 1.0 (test) | DCCT | Midjourney Detection Rate95.61 | 24 | 1mo ago | |
| WildRF | HEDGE | FB Score99.3 | 23 | 5d ago | |
| Multi-dataset Evaluation Suite | Fuzzy Decision Tree | Overall Accuracy (Sample-weighted)90.14 | 22 | 18d ago | |
| FakeBench | Accuracy88.15 | 22 | 18d ago | ||
| AIGIBench (test) | Fuzzy Decision Tree | Accuracy84.04 | 22 | 18d ago | |
| AIGCDetect | D3 | Accuracy96.24 | 22 | 18d ago |
