AI-generated image detection on SDXL
98.6AccuracyNPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPR2025.12 | 98.6 | 99.6 | |
| SAFETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 98.3 | 99.7 | |
| SDAIE†variant=binary variant2025.12 | 96.6 | 100 | |
| PGCTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 96.2 | 99.9 | |
| DDATraining Data=ProGAN (4 classes) and SDv1.42026.05 | 95.8 | 100 | |
| AIDETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 93.5 | 95.7 | |
| DIRE-D2025.12 | 91.3 | 99.1 | |
| SDAIE2025.12 | 89.4 | 96.6 | |
| B-FreeTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 89 | 96.3 | |
| LNP2025.12 | 87.8 | 87.8 | |
| NPRTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 86.6 | 94.4 | |
| UnivFDTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 84.7 | 88 | |
| FreqNetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 82.7 | 95.2 | |
| LGradTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 73.6 | 82.8 | |
| LGrad2025.12 | 71.3 | 80 | |
| GramNet2025.12 | 64.5 | 68.2 | |
| Ju222025.12 | 55.6 | 79.4 | |
| DIRE-G2025.12 | 55.4 | 54 | |
| CNNSpot2025.12 | 53 | 72.6 | |
| CNNDetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 52.8 | 64.2 | |
| Frank202025.12 | 51.2 | 49.5 | |
| UnivFD2025.12 | 50.7 | 67.6 |