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Image Generation on FFHQ 1024 x 1024
Metric: FID (lower is better)
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#
Model
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FID
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Extra Data
Paper
Date
↕
Code
1
StyleSAN-XL
1.61
No
SAN: Inducing Metrizability of GAN with Discrimi...
2023-01-30
Code
2
StyleGAN-XL
2.02
No
StyleGAN-XL: Scaling StyleGAN to Large Diverse D...
2022-02-01
Code
3
Polarity-StyleGAN2
2.57
No
Polarity Sampling: Quality and Diversity Control...
2022-03-03
Code
4
MaGNET-StyleGAN2
2.66
No
MaGNET: Uniform Sampling from Deep Generative Ne...
2021-10-15
Code
5
StyleGAN3-T
2.79
No
Alias-Free Generative Adversarial Networks
2021-06-23
Code
6
Diffusion StyleGAN2
2.83
No
Diffusion-GAN: Training GANs with Diffusion
2022-06-05
Code
7
StyleGAN2
2.84
No
Analyzing and Improving the Image Quality of Sty...
2019-12-03
Code
8
StyleGAN3-R
3.07
No
Alias-Free Generative Adversarial Networks
2021-06-23
Code
9
FQ-GAN
3.19
No
Feature Quantization Improves GAN Training
2020-04-05
Code
10
StyleGAN2 ADA+bCR
3.62
No
Training Generative Adversarial Networks with Li...
2020-06-11
Code
11
SWAGAN-Bi
4.06
No
SWAGAN: A Style-based Wavelet-driven Generative ...
2021-02-11
Code
12
StyleNAT
4.17
No
StyleNAT: Giving Each Head a New Perspective
2022-11-10
Code
13
StyleGAN
4.4
No
A Style-Based Generator Architecture for Generat...
2018-12-12
Code
14
StyleSwin
5.07
No
StyleSwin: Transformer-based GAN for High-resolu...
2021-12-20
Code
15
MSG-StyleGAN
5.8
No
MSG-GAN: Multi-Scale Gradients for Generative Ad...
2019-03-14
Code
16
HiT-B
6.37
No
Improved Transformer for High-Resolution GANs
2021-06-14
Code
17
CIPS
10.07
No
Image Generators with Conditionally-Independent ...
2020-11-27
Code
18
StyleALAE
13.09
No
Adversarial Latent Autoencoders
2020-04-09
Code
#1
StyleSAN-XL
SOTA
1.61
FID
· 2023-01-30
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer
Code
#2
StyleGAN-XL
SOTA
2.02
FID
· 2022-02-01
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
Code
#3
Polarity-StyleGAN2
2.57
FID
· 2022-03-03
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
Code
#4
MaGNET-StyleGAN2
SOTA
2.66
FID
· 2021-10-15
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Code
#5
StyleGAN3-T
SOTA
2.79
FID
· 2021-06-23
Alias-Free Generative Adversarial Networks
Code
#6
Diffusion StyleGAN2
2.83
FID
· 2022-06-05
Diffusion-GAN: Training GANs with Diffusion
Code
#7
StyleGAN2
SOTA
2.84
FID
· 2019-12-03
Analyzing and Improving the Image Quality of StyleGAN
Code
#8
StyleGAN3-R
3.07
FID
· 2021-06-23
Alias-Free Generative Adversarial Networks
Code
#9
FQ-GAN
3.19
FID
· 2020-04-05
Feature Quantization Improves GAN Training
Code
#10
StyleGAN2 ADA+bCR
3.62
FID
· 2020-06-11
Training Generative Adversarial Networks with Limited Data
Code
#11
SWAGAN-Bi
4.06
FID
· 2021-02-11
SWAGAN: A Style-based Wavelet-driven Generative Model
Code
#12
StyleNAT
4.17
FID
· 2022-11-10
StyleNAT: Giving Each Head a New Perspective
Code
#13
StyleGAN
SOTA
4.4
FID
· 2018-12-12
A Style-Based Generator Architecture for Generative Adversarial Networks
Code
#14
StyleSwin
5.07
FID
· 2021-12-20
StyleSwin: Transformer-based GAN for High-resolution Image Generation
Code
#15
MSG-StyleGAN
5.8
FID
· 2019-03-14
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks
Code
#16
HiT-B
6.37
FID
· 2021-06-14
Improved Transformer for High-Resolution GANs
Code
#17
CIPS
10.07
FID
· 2020-11-27
Image Generators with Conditionally-Independent Pixel Synthesis
Code
#18
StyleALAE
13.09
FID
· 2020-04-09
Adversarial Latent Autoencoders
Code