AIGC Detection on SynthWildx
96.4Balanced AccuracyPROBE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PROBEBackbone=DINOv2, Training Set=Reconstruction Training Set2026.05 | 96.4 | — | |
| BFreeTraining Set=Reconstruction Training Set2026.05 | 95.7 | — | |
| STAL2026.05 | 95.2 | 97 | |
| DINOv2Training Set=Reconstruction Training Set2026.05 | 93.5 | — | |
| DDA*Backbone=DINOv3-H+2026.05 | 92 | 94.2 | |
| DDA2026.05 | 90.9 | 90 | |
| DDATraining Set=Reconstruction Training Set2026.05 | 90.9 | — | |
| AlignedForensics2026.05 | 78.8 | 74.4 | |
| PROBEBackbone=ResNet50, Training Set=GenImage SD 1.42026.05 | 75.6 | — | |
| DRCTTraining Set=GenImage SD 1.42026.05 | 70.7 | — | |
| UnivFDTraining Set=GenImage SD 1.42026.05 | 61.3 | — | |
| CNNSpotTraining Set=GenImage SD 1.42026.05 | 60.2 | — | |
| ResNet50Training Set=GenImage SD 1.42026.05 | 60.1 | — | |
| EffortTraining Set=GenImage SD 1.42026.05 | 58.5 | — | |
| C2P-CLIP2026.05 | 57.1 | 64.7 | |
| AIDETraining Set=GenImage SD 1.42026.05 | 56.9 | — | |
| NPRTraining Set=GenImage SD 1.42026.05 | 56 | — | |
| DRCT2026.05 | 55.1 | 73.3 | |
| UnivFD2026.05 | 52.3 | 57.6 | |
| FatFormer2026.05 | 52.1 | 61.3 | |
| NPR2026.05 | 49.8 | 45.4 | |
| SAFE2026.05 | 49.1 | 46 | |
| AIDE2026.05 | 48.8 | 54.3 |