Image Generation on FFHQ 256 x 256

Metric: FD (higher is better)

LeaderboardDataset

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Results

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#	Model↕	FD▼	Extra Data	Paper	Date↕	Code
1	Projected-GAN (DINOv2)	592.26	No	-	-	-
2	Projected-GAN (Exposing)	589.2	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
3	StyleGAN2-ada (Exposing)	514.78	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
4	StyleGAN2 + ADA (DINOv2)	514.78	No	Training Generative Adversarial Networks with Li...	2020-06-11	Code
5	Efficient-vdVAE (Exposing)	514.16	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
6	Efficient-VDVAE (DINOv2)	514.16	No	Efficient-VDVAE: Less is more	2022-03-25	Code
7	InsGen (Exposing)	436.26	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
8	InsGen (DINOv2)	436.26	No	Data-Efficient Instance Generation from Instance...	2021-06-08	Code
9	Unleash-Trans (Exposing)	393.45	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
10	Unleashing Transformers (DINOv2)	393.45	No	Unleashing Transformers: Parallel Token Predicti...	2021-11-24	Code
11	StyleSwin (Exposing)	303.21	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
12	StyleSwin (DINOv2)	300.18	No	StyleSwin: Transformer-based GAN for High-resolu...	2021-12-20	Code
13	StyleGAN-XL (Exposing)	240.07	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
14	StyleGAN-XL (DINOv2)	240.07	No	StyleGAN-XL: Scaling StyleGAN to Large Diverse D...	2022-02-01	Code
15	StyleNAT (DINOv2)	229.72	No	StyleNAT: Giving Each Head a New Perspective	2022-11-10	Code
16	StyleNAT (Exposing)	229.42	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
17	LDM (Exposing)	226.72	No	Exposing flaws of generative model evaluation me...	2023-06-07	Code
18	LDM (DINOv2)	112.4	No	-	-	-

#1Projected-GAN (DINOv2)
592.26
FD
No paper
#2Projected-GAN (Exposing)SOTA
589.2
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#3StyleGAN2-ada (Exposing)
514.78
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#4StyleGAN2 + ADA (DINOv2)SOTA
514.78
FD· 2020-06-11
Training Generative Adversarial Networks with Limited Data Code
#5Efficient-vdVAE (Exposing)
514.16
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#6Efficient-VDVAE (DINOv2)
514.16
FD· 2022-03-25
Efficient-VDVAE: Less is more Code
#7InsGen (Exposing)
436.26
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#8InsGen (DINOv2)
436.26
FD· 2021-06-08
Data-Efficient Instance Generation from Instance Discrimination Code
#9Unleash-Trans (Exposing)
393.45
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#10Unleashing Transformers (DINOv2)
393.45
FD· 2021-11-24
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Code
#11StyleSwin (Exposing)
303.21
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#12StyleSwin (DINOv2)
300.18
FD· 2021-12-20
StyleSwin: Transformer-based GAN for High-resolution Image Generation Code
#13StyleGAN-XL (Exposing)
240.07
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#14StyleGAN-XL (DINOv2)
240.07
FD· 2022-02-01
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Code
#15StyleNAT (DINOv2)
229.72
FD· 2022-11-10
StyleNAT: Giving Each Head a New Perspective Code
#16StyleNAT (Exposing)
229.42
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#17LDM (Exposing)
226.72
FD· 2023-06-07
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models Code
#18LDM (DINOv2)
112.4
FD
No paper