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ImageNet 512x512
Image Generation on ImageNet 512x512
Metric: Inception score (higher is better)
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#
Model
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Inception score
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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
#1
DPC-U
350.2
Inception score
No paper
#2
MaskGIT (a=0.05)
SOTA
342
Inception score
· 2022-02-08
MaskGIT: Masked Generative Image Transformer
Code
#3
MAGVIT-v2
324.3
Inception score
· 2023-10-09
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
Code
#4
DDT-XL/2(22en6de 675M + guidance interval )
305
Inception score
· 2025-04-08
DDT: Decoupled Diffusion Transformer
Code
#5
DiffiT
252.12
Inception score
· 2023-12-04
DiffiT: Diffusion Vision Transformers for Image Generation
Code
#6
Latent Diffusion (LDM-4-G)
SOTA
247.67
Inception score
· 2021-12-20
High-Resolution Image Synthesis with Latent Diffusion Models
Code
#7
DiT-XL/2
240.82
Inception score
· 2022-12-19
Scalable Diffusion Models with Transformers
Code
#8
ADM-G, ADM-U
SOTA
221.72
Inception score
· 2021-05-11
Diffusion Models Beat GANs on Image Synthesis
Code
#9
MAGVIT-v2 (w/o guidance)
213.1
Inception score
· 2023-10-09
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
Code
#10
simple diffusion (U-ViT, L)
205.3
Inception score
· 2023-01-26
Simple diffusion: End-to-end diffusion for high resolution images
Code
#11
ADM-G
172.71
Inception score
· 2021-05-11
Diffusion Models Beat GANs on Image Synthesis
Code
#12
simple diffusion (U-Net)
171
Inception score
· 2023-01-26
Simple diffusion: End-to-end diffusion for high resolution images
Code
#13
MaskGIT
156
Inception score
· 2022-02-08
MaskGIT: Masked Generative Image Transformer
Code