Image Generation on LSUN Bedroom 256 x 256

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	ADM (dropout, DINOv2)	0.75	No	Diffusion Models Beat GANs on Image Synthesis	2021-05-11	Code
2	iDDPM (DINOv2)	0.64	No	-	-	-
3	Denoising Diffusion Probabilistic Model (large, DINOv2)	0.61	No	Denoising Diffusion Probabilistic Models	2020-06-19	Code
4	StyleGAN (DINOv2)	0.41	No	-	-	-
5	Unleashing Transformers (DINOv2)	0.41	No	Unleashing Transformers: Parallel Token Predicti...	2021-11-24	Code
6	Diffusion ProjectedGAN (DINOv2)	0.28	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
7	Consistency (DINOv2)	0.23	No	-	-	-
8	Projected GAN (DINOv2)	0.23	No	Projected GANs Converge Faster	2021-11-01	Code

#1ADM (dropout, DINOv2)SOTA
0.75
Recall· 2021-05-11
Diffusion Models Beat GANs on Image Synthesis Code
#2iDDPM (DINOv2)
0.64
Recall
No paper
#3Denoising Diffusion Probabilistic Model (large, DINOv2)SOTA
0.61
Recall· 2020-06-19
Denoising Diffusion Probabilistic Models Code
#4StyleGAN (DINOv2)
0.41
Recall
No paper
#5Unleashing Transformers (DINOv2)
0.41
Recall· 2021-11-24
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Code
#6Diffusion ProjectedGAN (DINOv2)
0.28
Recall· 2022-06-05
Diffusion-GAN: Training GANs with Diffusion Code
#7Consistency (DINOv2)
0.23
Recall
No paper
#8Projected GAN (DINOv2)
0.23
Recall· 2021-11-01
Projected GANs Converge Faster Code