AI-Generated Image Detection on AIGI-Quality-Paradox
97.7APPROBE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PROBETrained on=Reconstruction Training Set, Backbone=DINOv22026.05 | 97.7 | — | |
| DDATrained on=Reconstruction Training Set2026.05 | 96.7 | — | |
| BFreeTrained on=Reconstruction Training Set2026.05 | 96.3 | — | |
| PROBETrained on=GenImage SD 1.4, Backbone=ResNet502026.05 | 94.8 | — | |
| DINOv2Trained on=Reconstruction Training Set, Backbone=DINOv22026.05 | 91.7 | — | |
| DRCTTrained on=GenImage SD 1.42026.05 | 81.8 | — | |
| EffortTrained on=GenImage SD 1.42026.05 | 81.4 | — | |
| ResNet50Trained on=GenImage SD 1.4, Backbone=ResNet502026.05 | 81 | — | |
| UnivFDTrained on=GenImage SD 1.42026.05 | 78.7 | — | |
| CNNSpotTrained on=GenImage SD 1.42026.05 | 74.5 | — | |
| AIDETrained on=GenImage SD 1.42026.05 | 71.3 | — | |
| NPRTrained on=GenImage SD 1.42026.05 | 64.7 | — | |
| AIDETraining Set=GenImage SD 1.42026.05 | — | 67.7 | |
| BFreeTraining Set=Reconstruction Training Set2026.05 | — | 91.9 | |
| CNNSpotTraining Set=GenImage SD 1.42026.05 | — | 63.3 | |
| DDATraining Set=Reconstruction Training Set2026.05 | — | 90.1 | |
| DINOv2Training Set=Reconstruction Training Set2026.05 | — | 87.9 | |
| DRCTTraining Set=GenImage SD 1.42026.05 | — | 72 | |
| EffortTraining Set=GenImage SD 1.42026.05 | — | 72.9 | |
| NPRTraining Set=GenImage SD 1.42026.05 | — | 63.7 | |
| PROBEBackbone=ResNet50, Training Set=GenImage SD 1.42026.05 | — | 87.7 | |
| PROBEBackbone=DINOv2, Training Set=Reconstruction Training Set2026.05 | — | 92.9 | |
| ResNet50Training Set=GenImage SD 1.42026.05 | — | 64.8 | |
| UnivFDTraining Set=GenImage SD 1.42026.05 | — | 73.4 |