Image Generation on ImageNet 512x512

Metric: Inception score (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	Inception score▼	Extra Data	Paper	Date↕	Code
1	DPC-U	350.2	No	-	-	-
2	MaskGIT (a=0.05)	342	No	MaskGIT: Masked Generative Image Transformer	2022-02-08	Code
3	MAGVIT-v2	324.3	No	Language Model Beats Diffusion -- Tokenizer is K...	2023-10-09	Code
4	DDT-XL/2(22en6de 675M + guidance interval )	305	No	DDT: Decoupled Diffusion Transformer	2025-04-08	Code
5	DiffiT	252.12	No	DiffiT: Diffusion Vision Transformers for Image ...	2023-12-04	Code
6	Latent Diffusion (LDM-4-G)	247.67	No	High-Resolution Image Synthesis with Latent Diff...	2021-12-20	Code
7	DiT-XL/2	240.82	No	Scalable Diffusion Models with Transformers	2022-12-19	Code
8	ADM-G, ADM-U	221.72	No	Diffusion Models Beat GANs on Image Synthesis	2021-05-11	Code
9	MAGVIT-v2 (w/o guidance)	213.1	No	Language Model Beats Diffusion -- Tokenizer is K...	2023-10-09	Code
10	simple diffusion (U-ViT, L)	205.3	No	Simple diffusion: End-to-end diffusion for high ...	2023-01-26	Code
11	ADM-G	172.71	No	Diffusion Models Beat GANs on Image Synthesis	2021-05-11	Code
12	simple diffusion (U-Net)	171	No	Simple diffusion: End-to-end diffusion for high ...	2023-01-26	Code
13	MaskGIT	156	No	MaskGIT: Masked Generative Image Transformer	2022-02-08	Code