AI-generated image detection on PixArt-Sigma generator (test)
84.76AccuracySAFE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAFETraining Dataset=ProGAN2026.01 | 84.76 | 94.31 | |
| NPRTraining Dataset=ProGAN2026.01 | 83.59 | 93.77 | |
| FatFormerTraining Dataset=ProGAN2026.01 | 82.98 | 92.8 | |
| Ours (ViT-B/32)Training Dataset=ProGAN, Backbone=ViT-B/322026.01 | 75.24 | 77.89 | |
| Ours (ViT-L/14)Training Dataset=ProGAN, Backbone=ViT-L/142026.01 | 71.08 | 82.03 | |
| LGradTraining Dataset=ProGAN2026.01 | 67.4 | 68.17 | |
| GramNetTraining Dataset=ProGAN2026.01 | 59.56 | 58.55 | |
| UnivFDTraining Dataset=ProGAN2026.01 | 50.78 | 65.9 | |
| CNNSpotTraining Dataset=ProGAN2026.01 | 48.52 | 50.78 | |
| LNPTraining Dataset=ProGAN2026.01 | 45.05 | 41.28 | |
| FreDectTraining Dataset=ProGAN2026.01 | 39.45 | 40.84 |