AI-generated image detection on WIFR
0.917AccuracyCNNSpot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CNNSpot2025.12 | 0.917 | 0.999 | |
| UnivFD2025.12 | 0.869 | 0.967 | |
| GramNet2025.12 | 0.868 | 0.952 | |
| SDAIE†variant=binary variant regularized by EXIF-induced feature extractor2025.12 | 0.845 | 0.981 | |
| B-FreeTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.77 | 0.926 | |
| SDAIE2025.12 | 0.715 | 0.794 | |
| AIDETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.714 | 0.908 | |
| UnivFDTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.7 | 0.82 | |
| Ju222025.12 | 0.668 | 0.933 | |
| NPR2025.12 | 0.607 | 0.94 | |
| SAFETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.604 | 0.818 | |
| FreqNetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.585 | 0.489 | |
| LGrad2025.12 | 0.582 | 0.601 | |
| DIRE-G2025.12 | 0.581 | 0.601 | |
| DIRE-D2025.12 | 0.533 | 0.59 | |
| PGCTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.522 | 0.925 | |
| LGradTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.517 | 0.494 | |
| DDATraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.517 | 0.688 | |
| NPRTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.516 | 0.655 | |
| Frank202025.12 | 0.508 | 0.559 | |
| LNP2025.12 | 0.5 | 0.428 | |
| CNNDetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 0.498 | 0.5 |