Image Generation on FFHQ 256 x 256

Metric: Density (higher is better)

LeaderboardDataset

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#	Model↕	Density▼	Extra Data	Paper	Date↕	Code
1	Efficient-vdVAE (Exposing)	1.04	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
2	LDM (Exposing)	0.83	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
3	StyleNAT (Exposing)	0.77	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
4	StyleSwin (Exposing)	0.71	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
5	StyleGAN-XL (Exposing)	0.68	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
6	Unleash-Trans (Exposing)	0.61	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
7	StyleGAN2-ada (Exposing)	0.36	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
8	Projected-GAN (Exposing)	0.31	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code

#1Efficient-vdVAE (Exposing)SOTA
1.04
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#2LDM (Exposing)
0.83
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#3StyleNAT (Exposing)
0.77
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#4StyleSwin (Exposing)
0.71
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#5StyleGAN-XL (Exposing)
0.68
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#6Unleash-Trans (Exposing)
0.61
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#7StyleGAN2-ada (Exposing)
0.36
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#8Projected-GAN (Exposing)
0.31
Density· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code