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SotA/Medical/Image Generation/LSUN Bedroom 256 x 256

Image Generation on LSUN Bedroom 256 x 256

Metric: Precision (higher is better)

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#Model↕Precision▼Extra DataPaperDate↕Code
1ADM (dropout, DINOv2)0.85NoDiffusion Models Beat GANs on Image Synthesis2021-05-11Code
2StyleGAN (DINOv2)0.85No---
3iDDPM (DINOv2)0.83No---
4Consistency (DINOv2)0.83No---
5Projected GAN (DINOv2)0.8NoProjected GANs Converge Faster2021-11-01Code
6Denoising Diffusion Probabilistic Model (large, DINOv2)0.79NoDenoising Diffusion Probabilistic Models2020-06-19Code
7Diffusion ProjectedGAN (DINOv2)0.79NoDiffusion-GAN: Training GANs with Diffusion2022-06-05Code
8Unleashing Transformers (DINOv2)0.78NoUnleashing Transformers: Parallel Token Predicti...2021-11-24Code