AI-generated image detection on StarGAN
100AccuracyLNP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LNP2025.12 | 100 | 100 | |
| SDAIE†variant=binary variant regularized by EXIF-induced feature extractor2025.12 | 100 | 100 | |
| FerretNetDetector Type=Universal Detector2026.03 | 99.97 | 100 | |
| RA-DetDetector Type=Universal Detector2026.03 | 99.92 | 100 | |
| LGrad2025.12 | 99.6 | 100 | |
| NPR2025.12 | 99.6 | 100 | |
| LGradDetector Type=GAN Detector2026.03 | 99.27 | 100 | |
| DNFDetector Type=Diffusion Detector, Training images=ADM2026.03 | 98.55 | 86.44 | |
| NPRDetector Type=Universal Detector2026.03 | 97.17 | 100 | |
| Ju222025.12 | 97 | 99.8 | |
| UnivFD2025.12 | 95.8 | 99.4 | |
| UniFDDetector Type=Universal Detector2026.03 | 95.75 | 99.37 | |
| DIRE-G2025.12 | 95.5 | 99.3 | |
| DIRE-GDetector Type=GAN Detector, Training images=ProGAN2026.03 | 95.47 | 99.34 | |
| GramNet2025.12 | 95.1 | 99.2 | |
| GramNetDetector Type=Universal Detector2026.03 | 95.05 | 99.23 | |
| FreDectDetector Type=GAN Detector2026.03 | 94.62 | 99.49 | |
| CNNSpot2025.12 | 94.6 | 99 | |
| Frank202025.12 | 94.6 | 99.5 | |
| CNNSpotDetector Type=Universal Detector2026.03 | 91.62 | 98.15 | |
| SDAIE2025.12 | 74.5 | 99.1 | |
| RIGIDDetector Type=Universal Detector2026.03 | 71.34 | 77.64 | |
| DIRE-DDetector Type=Diffusion Detector, Training images=ADM2026.03 | 46.72 | 40.64 | |
| DIRE-D2025.12 | 46.7 | 40.6 |