AI-generated image detection on Deepfake dataset
89.71AccuracyNPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPRTraining Dataset=ProGAN2026.01 | 89.71 | 95.24 | |
| SAFETraining Dataset=ProGAN2026.01 | 89.14 | 96.98 | |
| FatFormerTraining Dataset=ProGAN2026.01 | 84.1 | 97.59 | |
| Ours (ViT-L/14)Training Dataset=ProGAN, Backbone=ViT-L/142026.01 | 77.69 | 98.06 | |
| Ours (ViT-B/32)Training Dataset=ProGAN, Backbone=ViT-B/322026.01 | 72.19 | 91.34 | |
| UnivFDTraining Dataset=ProGAN2026.01 | 68.57 | 81.76 | |
| FreDectTraining Dataset=ProGAN2026.01 | 63.29 | 70.77 | |
| GramNetTraining Dataset=ProGAN2026.01 | 63.13 | 95.3 | |
| LNPTraining Dataset=ProGAN2026.01 | 55.3 | 76.04 | |
| CNNSpotTraining Dataset=ProGAN2026.01 | 53.47 | 89.02 | |
| LGradTraining Dataset=ProGAN2026.01 | 51.88 | 63.83 |