AI-generated image detection on Stable Diffusion generator v1.4 (test)
95.4AccuracyFatFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FatFormerTraining Dataset=ProGAN2026.01 | 95.4 | 99.2 | |
| SAFETraining Dataset=ProGAN2026.01 | 93.4 | 98.78 | |
| Ours (ViT-L/14)Training Dataset=ProGAN, Backbone=ViT-L/142026.01 | 86.9 | 97.1 | |
| Ours (ViT-B/32)Training Dataset=ProGAN, Backbone=ViT-B/322026.01 | 84.45 | 94.66 | |
| NPRTraining Dataset=ProGAN2026.01 | 83.65 | 90.23 | |
| GramNetTraining Dataset=ProGAN2026.01 | 65.65 | 62.74 | |
| LGradTraining Dataset=ProGAN2026.01 | 64.4 | 63.12 | |
| LNPTraining Dataset=ProGAN2026.01 | 61.65 | 68.59 | |
| CNNSpotTraining Dataset=ProGAN2026.01 | 52.2 | 56.58 | |
| UnivFDTraining Dataset=ProGAN2026.01 | 51.85 | 68.11 | |
| FreDectTraining Dataset=ProGAN2026.01 | 38.75 | 38.34 |