Image Generation on LSUN Bedroom 256 x 256

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Diffusion ProjectedGAN	1.43	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
2	Projected GAN	1.52	No	Projected GANs Converge Faster	2021-11-01	Code
3	TDPM+ (TTrunc=99)	1.88	No	Truncated Diffusion Probabilistic Models and Dif...	2022-02-19	Code
4	ADM (dropout)	1.9	No	Diffusion Models Beat GANs on Image Synthesis	2021-05-11	Code
5	StyleGAN	2.56	No	-	-	-
6	Patch Diffusion	2.75	No	-	-	-
7	Unleashing Transformers	3.64	No	Unleashing Transformers: Parallel Token Predicti...	2021-11-24	Code
8	Diffusion StyleGAN2	3.65	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
9	iDDPM	4.54	No	-	-	-
10	UDM (RVE) + ST	4.57	No	Soft Truncation: A Universal Training Technique ...	2021-06-10	Code
11	Denoising Diffusion Probabilistic Model (large)	4.9	No	Denoising Diffusion Probabilistic Models	2020-06-19	Code
12	LFM	4.92	No	Flow Matching in Latent Space	2023-07-17	Code
13	PNDM	5.68	No	Pseudo Numerical Methods for Diffusion Models on...	2022-02-20	Code
14	Denoising Diffusion Probabilistic Model	6.36	No	Denoising Diffusion Probabilistic Models	2020-06-19	Code
15	PG-SWGAN	8	No	Sliced Wasserstein Generative Models	2019-04-10	Code
16	Consistency	8.27	No	-	-	-
17	PGGAN	8.34	No	Progressive Growing of GANs for Improved Quality...	2017-10-27	Code
18	SS-GAN (sBN)	13.3	No	Self-Supervised GANs via Auxiliary Rotation Loss	2018-11-27	Code
19	StackGAN-v2	35.61	No	StackGAN++: Realistic Image Synthesis with Stack...	2017-10-19	Code