AI-generated image detection on DALLE2
99.6AccuracyNPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPR2025.12 | 99.6 | 100 | |
| SDAIE†variant=binary variant2025.12 | 97.1 | 99.9 | |
| FerretNetDetector Type=Universal Detector2026.03 | 94.95 | 98.82 | |
| RA-DetDetector Type=Universal Detector2026.03 | 94.3 | 98.14 | |
| LNP2025.12 | 92.5 | 98.3 | |
| DIRE-D2025.12 | 92.5 | 99.7 | |
| DIRE-DDetector Type=Diffusion Detector, Training images=ADM2026.03 | 92.45 | 99.71 | |
| DNFDetector Type=Diffusion Detector, Training images=ADM2026.03 | 89.39 | 89.35 | |
| SDAIE2025.12 | 89 | 95.9 | |
| RIGIDDetector Type=Universal Detector2026.03 | 78.74 | 87.28 | |
| LGrad2025.12 | 71.3 | 86.4 | |
| DIRE-G2025.12 | 66.5 | 74.5 | |
| DIRE-GDetector Type=GAN Detector, Training images=ProGAN2026.03 | 66.48 | 74.48 | |
| LGradDetector Type=GAN Detector2026.03 | 65.45 | 82.55 | |
| NPRDetector Type=Universal Detector2026.03 | 61.88 | 71.64 | |
| Ju222025.12 | 52.8 | 68.1 | |
| UnivFD2025.12 | 50.8 | 63 | |
| UniFDDetector Type=Universal Detector2026.03 | 50.75 | 63.04 | |
| CNNSpot2025.12 | 50.5 | 53.5 | |
| CNNSpotDetector Type=Universal Detector2026.03 | 49.82 | 50.59 | |
| GramNet2025.12 | 49.3 | 49.8 | |
| GramNetDetector Type=Universal Detector2026.03 | 49.25 | 49.82 | |
| Frank202025.12 | 34.7 | 38.2 | |
| FreDectDetector Type=GAN Detector2026.03 | 34.67 | 38.22 |