AI-generated image detection on FakeForm Concept Art
75.3AccuracyUFD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UFD2026.05 | 75.3 | 82.1 | |
| Humans2026.05 | 74.9 | 81.6 | |
| AIDEBackbone=ResNeXt2026.05 | 67.5 | 81.5 | |
| CoDABackbone=ResNet2026.05 | 62.3 | 81.8 | |
| FatFormerBackbone=ViT2026.05 | 60.2 | 81.1 | |
| AIGI-HolmesBackbone=ViT2026.05 | 58.5 | 70.2 | |
| SAFEBackbone=ResNet2026.05 | 57.1 | 57.5 | |
| FreqNetBackbone=ResNet2026.05 | 47 | 47.3 | |
| NPRBackbone=ResNet2026.05 | 44.5 | 48.7 | |
| CNNDetBackbone=Xception2026.05 | 43.3 | 46.5 |