AI-generated image detection on FakeForm Mural
89.8AccuracyUFD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UFD2026.05 | 89.8 | 97.3 | |
| CoDABackbone=ResNet2026.05 | 87.9 | 95 | |
| FatFormerBackbone=ViT2026.05 | 82.5 | 93.3 | |
| AIGI-HolmesBackbone=ViT2026.05 | 79.3 | 86.7 | |
| NPRBackbone=ResNet2026.05 | 78.3 | 88.7 | |
| Humans2026.05 | 78 | 85.1 | |
| SAFEBackbone=ResNet2026.05 | 70 | 88.1 | |
| AIDEBackbone=ResNeXt2026.05 | 53.4 | 76.2 | |
| FreqNetBackbone=ResNet2026.05 | 42.2 | 40.2 | |
| CNNDetBackbone=Xception2026.05 | 40.3 | 38.7 |