AI-generated image detection on SD v1.4
97.4AccuracyNPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPR2025.12 | 97.4 | 99.7 | |
| RA-DetDetector Type=Universal Detector2026.03 | 96.5 | 99.08 | |
| SDAIE†variant=binary variant2025.12 | 95.8 | 99.9 | |
| FerretNetDetector Type=Universal Detector2026.03 | 92.33 | 97.2 | |
| DIRE-DDetector Type=Diffusion Detector, Training images=ADM2026.03 | 91.24 | 98.61 | |
| DIRE-D2025.12 | 91.2 | 98.6 | |
| SDAIE2025.12 | 89.7 | 96.5 | |
| LNP2025.12 | 89.3 | 96.3 | |
| DNFDetector Type=Diffusion Detector, Training images=ADM2026.03 | 87.77 | 79.22 | |
| NPRDetector Type=Universal Detector2026.03 | 76.81 | 82.79 | |
| LGrad2025.12 | 65.2 | 68.9 | |
| UnivFD2025.12 | 63.7 | 86.1 | |
| UniFDDetector Type=Universal Detector2026.03 | 63.66 | 86.14 | |
| RIGIDDetector Type=Universal Detector2026.03 | 63.57 | 65.59 | |
| LGradDetector Type=GAN Detector2026.03 | 63.02 | 62.37 | |
| GramNet2025.12 | 51.7 | 59.8 | |
| GramNetDetector Type=Universal Detector2026.03 | 51.7 | 59.83 | |
| CNNSpotDetector Type=Universal Detector2026.03 | 51.55 | 56.88 | |
| Ju222025.12 | 51 | 65.4 | |
| CNNSpot2025.12 | 50.6 | 61.2 | |
| DIRE-GDetector Type=GAN Detector, Training images=ProGAN2026.03 | 49.74 | 49.87 | |
| DIRE-G2025.12 | 49.7 | 49.9 | |
| Frank202025.12 | 38.8 | 37.8 | |
| FreDectDetector Type=GAN Detector2026.03 | 38.79 | 37.83 |