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Image Generation
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FFHQ 256 x 256
Image Generation on FFHQ 256 x 256
Metric: Precision (higher is better)
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#
Model
↕
Precision
▼
Extra Data
Paper
Date
↕
Code
1
LDM (DINOv2)
0.92
No
-
-
-
2
Efficient-vdVAE (Exposing)
0.86
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
3
Efficient-VDVAE (DINOv2)
0.86
No
Efficient-VDVAE: Less is more
2022-03-25
Code
4
LDM (Exposing)
0.81
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
5
StyleNAT (Exposing)
0.79
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
6
StyleSwin (Exposing)
0.79
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
7
StyleNAT (DINOv2)
0.79
No
StyleNAT: Giving Each Head a New Perspective
2022-11-10
Code
8
StyleSwin (DINOv2)
0.79
No
StyleSwin: Transformer-based GAN for High-resolu...
2021-12-20
Code
9
StyleGAN-XL (Exposing)
0.77
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
10
StyleGAN-XL (DINOv2)
0.77
No
StyleGAN-XL: Scaling StyleGAN to Large Diverse D...
2022-02-01
Code
11
Unleash-Trans (Exposing)
0.76
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
12
Unleashing Transformers (DINOv2)
0.76
No
Unleashing Transformers: Parallel Token Predicti...
2021-11-24
Code
13
CLR-GAN
0.71
No
-
-
Code
14
Projected-GAN (Official)
0.654
No
Projected GANs Converge Faster
2021-11-01
Code
15
InsGen (Exposing)
0.64
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
16
InsGen (DINOv2)
0.64
No
Data-Efficient Instance Generation from Instance...
2021-06-08
Code
17
StyleGAN2-ada (Exposing)
0.59
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
18
StyleGAN2 + ADA (DINOv2)
0.59
No
Training Generative Adversarial Networks with Li...
2020-06-11
Code
19
Projected-GAN (Exposing)
0.57
No
Exposing flaws of generative model evaluation me...
2023-06-07
Code
20
Projected-GAN (DINOv2)
0.57
No
-
-
-