AI-Generated Image Detection on MNW
85.1AccuracyDiversity Matters
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diversity MattersFeatures=fp + fs2026.03 | 85.1 | 98 | 98.1 | |
| Diversity MattersFeatures=fp2026.03 | 80.6 | 97.5 | 97.7 | |
| RCLip2026.03 | 60.7 | 76.3 | 63 | |
| LGrad2026.03 | 58.7 | 44.3 | 63.9 | |
| AlgnF2026.03 | 45.9 | 43.6 | 44.1 | |
| StayP2026.03 | 45.7 | 43.9 | 42.4 | |
| RINE2026.03 | 45.4 | 21.9 | 41.9 | |
| UniD2026.03 | 44.8 | 30.5 | 41 | |
| ForL2026.03 | 43.8 | 17.1 | 40.3 | |
| C2PClip2026.03 | 43.4 | 56.2 | 48.3 | |
| FatF2026.03 | 43.4 | 11.7 | 38.6 | |
| DMD2026.03 | 42.2 | 20.1 | 35.2 | |
| NPR2026.03 | 41.4 | 5.5 | 36.7 | |
| CNND2026.03 | 41.3 | 9.9 | 33.6 | |
| FrqNet2026.03 | 40.1 | 3.6 | 32.3 |