Synthetic Image Quality Evaluation on NCT-CRC-HE-100K (train)
3.874FIDHistoDiffusion
Evaluation Results
| Method | Links | |
|---|---|---|
| HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=100%2023.08 | 3.874 | |
| HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=50%2023.08 | 4.544 | |
| HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=200%2023.08 | 4.583 | |
| HistoDiffusionAugmentation Strategy=random, Augmentation Ratio=50%2023.08 | 4.921 | |
| StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=50%2023.08 | 5.088 | |
| StyleGAN2Augmentation Strategy=random, Augmentation Ratio=50%2023.08 | 5.714 | |
| StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=100%2023.08 | 5.927 | |
| StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=200%2023.08 | 7.55 | |
| HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=300%2023.08 | 8.326 | |
| StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=300%2023.08 | 10.643 |