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ResearchFormerly WizWand

Synthetic Image Quality Evaluation on NCT-CRC-HE-100K (train)

3.874FIDHistoDiffusion
3.603245.430877.25859.08613Aug 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=100%2023.083.874
HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=50%2023.084.544
HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=200%2023.084.583
HistoDiffusionAugmentation Strategy=random, Augmentation Ratio=50%2023.084.921
StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=50%2023.085.088
StyleGAN2Augmentation Strategy=random, Augmentation Ratio=50%2023.085.714
StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=100%2023.085.927
StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=200%2023.087.55
HistoDiffusionAugmentation Strategy=selective, Augmentation Ratio=300%2023.088.326
StyleGAN2Augmentation Strategy=selective, Augmentation Ratio=300%2023.0810.643