AI-generated image detection on StyleGAN2
99.2AccSDAIE†
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SDAIE†variant=binary variant regularized by EXIF-induced feature extractor2025.12 | 99.2 | 100 | |
| NPR2025.12 | 98.1 | 100 | |
| NPRDetector Type=Universal Detector2026.03 | 95.61 | 99.95 | |
| FerretNetDetector Type=Universal Detector2026.03 | 95.56 | 99.16 | |
| RA-DetDetector Type=Universal Detector2026.03 | 95.54 | 99.15 | |
| LNP2025.12 | 93.8 | 99.7 | |
| LGrad2025.12 | 87.8 | 92.9 | |
| GramNet2025.12 | 87.3 | 99.1 | |
| GramNetDetector Type=Universal Detector2026.03 | 87.28 | 99.11 | |
| CNNSpot2025.12 | 86.9 | 99.5 | |
| LGradDetector Type=GAN Detector2026.03 | 85.32 | 97.89 | |
| SDAIE2025.12 | 85 | 89.5 | |
| CNNSpotDetector Type=Universal Detector2026.03 | 83.39 | 99.05 | |
| Ju222025.12 | 83.3 | 99.6 | |
| DNFDetector Type=Diffusion Detector, Training images=ADM2026.03 | 77.42 | 40.16 | |
| RIGIDDetector Type=Universal Detector2026.03 | 75.78 | 80.78 | |
| DIRE-GDetector Type=GAN Detector, Training images=ProGAN2026.03 | 75.31 | 88.29 | |
| DIRE-G2025.12 | 75.3 | 88.3 | |
| UnivFD2025.12 | 75 | 97.9 | |
| UniFDDetector Type=Universal Detector2026.03 | 70.76 | 97.71 | |
| Frank202025.12 | 66.2 | 82.5 | |
| FreDectDetector Type=GAN Detector2026.03 | 66.19 | 82.54 | |
| DIRE-DDetector Type=Diffusion Detector, Training images=ADM2026.03 | 51.72 | 58.03 | |
| DIRE-D2025.12 | 51.7 | 58 |