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

Image Generation on LSUN Bedroom 256 x 256

Metric: Recall (higher is better)

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Results

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#Model↕Recall▼Extra DataPaperDate↕Code
1ADM (dropout, DINOv2)0.75NoDiffusion Models Beat GANs on Image Synthesis2021-05-11Code
2iDDPM (DINOv2)0.64No---
3Denoising Diffusion Probabilistic Model (large, DINOv2)0.61NoDenoising Diffusion Probabilistic Models2020-06-19Code
4StyleGAN (DINOv2)0.41No---
5Unleashing Transformers (DINOv2)0.41NoUnleashing Transformers: Parallel Token Predicti...2021-11-24Code
6Diffusion ProjectedGAN (DINOv2)0.28NoDiffusion-GAN: Training GANs with Diffusion2022-06-05Code
7Consistency (DINOv2)0.23No---
8Projected GAN (DINOv2)0.23NoProjected GANs Converge Faster2021-11-01Code