AI Image Detection on BigGAN
66.9AccuracyGLCM+CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GLCM+CNNTrained on=Stable Diffusion2025.12 | 66.9 | 66.13 | 68.09 | 67.09 | |
| LBP+CNNTrained on=Stable Diffusion2025.12 | 61.49 | 60.52 | 62.64 | 61.55 | |
| FreqNetTrained on=Stable Diffusion2025.12 | 59.8 | 55.48 | 99.22 | 71.17 | |
| Our classifierTrained on=Stable Diffusion2025.12 | 55.97 | 53.19 | 99.75 | 69.38 | |
| ResNet50Backbone=ResNet50, Training Data=Stable Diffusion2025.12 | 55.97 | 53.19 | 99.75 | 69.38 | |
| DIRETrained on=Stable Diffusion2025.12 | 52.62 | 51.37 | 98.75 | 67.58 | |
| ViTModel Architecture=ViT, Training Dataset=Stable Diffusion2025.12 | 51.3 | 50.68 | 96.67 | 66.5 |