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SotA/Medical/Image Generation/ImageNet 256x256

Image Generation on ImageNet 256x256

Metric: Inception score (higher is better)

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#Model↕Inception score▼Extra DataPaperDate↕Code
1LEGO-XL338.08NoLearning Stackable and Skippable LEGO Bricks for...2023-10-10Code
2AliTok-XL, autoregressive, 318M326.6NoAliTok: Towards Sequence Modeling Alignment betw...2025-06-05Code
3AliTok-XL, autoregressive, 662M318.8NoAliTok: Towards Sequence Modeling Alignment betw...2025-06-05Code
4SiT-XL/2 + REPA-E314.9NoREPA-E: Unlocking VAE for End-to-End Tuning with...2025-04-14Code
5DDT-XL/2(22en6de 675M + guidance interval )310.6NoDDT: Decoupled Diffusion Transformer2025-04-08Code
6MGVQ294.1NoMGVQ: Could VQ-VAE Beat VAE? A Generalizable Tok...2025-07-10Code
7ADM-G + EDS + ECT (ED-DPM, classifier_scale=1.0)221.57NoEntropy-driven Sampling and Training Scheme for ...2022-06-23Code
8DiGIT-0.7B205.96NoStabilize the Latent Space for Image Autoregress...2024-10-16Code
9DiGIT205.96NoStabilize the Latent Space for Image Autoregress...2024-10-16Code
10ADM-G186.7NoDiffusion Models Beat GANs on Image Synthesis2021-05-11Code
11BigGAN+ [Brock et al.] (chx96)144.2NoInstance-Conditioned GAN2021-09-10Code