AI-generated Image Detection on Cross-Dataset Average (PicoBanana & RAID) (test)
93.7AccuracyDTS-Det
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DTS-DetType=Ours2026.07 | 93.7 | 92.5 | |
| UnivFDType=Semantic2026.07 | 65.3 | 48.5 | |
| NPRType=Semantic-irrelevant2026.07 | 62.6 | 60.7 | |
| FreqNetType=Frequency2026.07 | 58.9 | 55.9 | |
| XceptionType=Generic Classifier2026.07 | 58.3 | 55.8 | |
| AIDEType=Semantic2026.07 | 57.6 | 53 | |
| SigLIP2+DINOv3Type=Generic Classifier2026.07 | 57.1 | 36 | |
| DINOv3-LoRAType=Generic Classifier2026.07 | 54.5 | 39.8 | |
| SigLIP2-LoRAType=Generic Classifier2026.07 | 52.3 | 55.9 | |
| ResNet50Type=Generic Classifier2026.07 | 51.7 | 47.1 | |
| F3NetType=Frequency2026.07 | 50.8 | 46.6 | |
| C2P-CLIPType=Semantic2026.07 | 48.9 | 43.3 | |
| Noiseprint++Type=Semantic-irrelevant2026.07 | 43.3 | 60.3 |