Fake Image Detection on Aggregated Generative Datasets 187K images (70% evaluation)
77.5AUCRealStats (Min-p)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RealStats (Min-p)Resolution=512x512, Aggregation Method=Min-p2026.01 | 77.5 | 75.6 | |
| RIGIDResolution=512x512, Backbone=DINOv2, Perturbation Strength=0.052026.01 | 76.9 | 76.5 | |
| Manifold BiasResolution=512x5122026.01 | 76.1 | 75.3 | |
| RealStats (Stouffer)Resolution=512x512, Aggregation Method=Stouffer2026.01 | 75.6 | 74.3 | |
| AEROBLADEResolution=512x5122026.01 | 69.7 | 69.7 |