Fake Image Detection on Diffusion
95.3AccuracyCoDA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoDAperturbation=Original2026.05 | 95.3 | 98.7 | |
| CoDAperturbation=Gaussian Blurring2026.05 | 95.1 | 98.4 | |
| CoDAperturbation=Random Cropping2026.05 | 94.8 | 98.2 | |
| CoDAperturbation=Gaussian Noise2026.05 | 94.4 | 98 | |
| CoDAperturbation=JPEG (QF=75)2026.05 | 93.7 | 98.1 | |
| FatFormerperturbation=Gaussian Noise2026.05 | 74.3 | 84.9 | |
| FatFormerperturbation=Original2026.05 | 74.1 | 82.3 | |
| FatFormerperturbation=Gaussian Blurring2026.05 | 73.1 | 81 | |
| FatFormerperturbation=JPEG (QF=75)2026.05 | 72.7 | 81.2 | |
| FatFormerperturbation=Random Cropping2026.05 | 72 | 79.9 | |
| UFDperturbation=Gaussian Noise2026.05 | 69.2 | 80.1 | |
| UFDperturbation=Original2026.05 | 68.3 | 78.4 | |
| UFDperturbation=Gaussian Blurring2026.05 | 68.3 | 78.4 | |
| UFDperturbation=JPEG (QF=75)2026.05 | 64.8 | 76.7 | |
| UFDperturbation=Random Cropping2026.05 | 62.9 | 72 | |
| LGradperturbation=Original2026.05 | 61.8 | 62 | |
| LGradperturbation=JPEG (QF=75)2026.05 | 58.8 | 59.9 | |
| LGradperturbation=Gaussian Blurring2026.05 | 57.3 | 58.4 | |
| LGradperturbation=Gaussian Noise2026.05 | 56.7 | 57.8 | |
| LGradperturbation=Random Cropping2026.05 | 53.1 | 52.4 |