AI-generated image detection on LDM generator (test)
99.95AccuracyNPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPRTraining Dataset=ProGAN2026.01 | 99.95 | 100 | |
| SAFETraining Dataset=ProGAN2026.01 | 99.94 | 100 | |
| FatFormerTraining Dataset=ProGAN2026.01 | 86.02 | 98.42 | |
| Ours (ViT-L/14)Training Dataset=ProGAN, Backbone=ViT-L/142026.01 | 76.37 | 99.04 | |
| FreDectTraining Dataset=ProGAN2026.01 | 74.2 | 86.91 | |
| Ours (ViT-B/32)Training Dataset=ProGAN, Backbone=ViT-B/322026.01 | 69.27 | 92.68 | |
| UnivFDTraining Dataset=ProGAN2026.01 | 66.11 | 94.62 | |
| LGradTraining Dataset=ProGAN2026.01 | 59.37 | 71.5 | |
| LNPTraining Dataset=ProGAN2026.01 | 54.9 | 79.24 | |
| GramNetTraining Dataset=ProGAN2026.01 | 54.16 | 98.72 | |
| CNNSpotTraining Dataset=ProGAN2026.01 | 50.52 | 70.8 |