AI-generated image detection on VQDM
94.43AccuracyRA-Det
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RA-DetDetector Type=Universal Detector2026.03 | 94.43 | 98.68 | |
| DIRE-D2025.12 | 91.9 | 99 | |
| DIRE-DDetector Type=Diffusion Detector, Training images=ADM2026.03 | 91.9 | 98.98 | |
| SDAIE†variant=binary variant2025.12 | 91.5 | 97.9 | |
| SDAIE2025.12 | 90.8 | 97.2 | |
| NPR2025.12 | 90.1 | 99.2 | |
| DNFDetector Type=Diffusion Detector, Training images=ADM2026.03 | 86.15 | 77.14 | |
| UniFDDetector Type=Universal Detector2026.03 | 86.01 | 96.53 | |
| UnivFD2025.12 | 85.3 | 96.5 | |
| RIGIDDetector Type=Universal Detector2026.03 | 85.01 | 90.93 | |
| LNP2025.12 | 85 | 94.9 | |
| Frank202025.12 | 77.8 | 85.1 | |
| FreDectDetector Type=GAN Detector2026.03 | 77.8 | 85.1 | |
| FerretNetDetector Type=Universal Detector2026.03 | 76.44 | 85.23 | |
| LGrad2025.12 | 74.7 | 79.5 | |
| NPRDetector Type=Universal Detector2026.03 | 73.22 | 77.74 | |
| LGradDetector Type=GAN Detector2026.03 | 72.99 | 77.47 | |
| CNNSpot2025.12 | 56.5 | 68.8 | |
| Ju222025.12 | 55.1 | 75.6 | |
| DIRE-G2025.12 | 53.7 | 54.6 | |
| DIRE-GDetector Type=GAN Detector, Training images=ProGAN2026.03 | 53.68 | 54.57 | |
| CNNSpotDetector Type=Universal Detector2026.03 | 53.67 | 61.92 | |
| GramNet2025.12 | 52.9 | 61.1 | |
| GramNetDetector Type=Universal Detector2026.03 | 52.86 | 61.13 |