Image Generation on CIFAR-100

Metric: Inception Score (higher is better)

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#	Model↕	Inception Score▼	Extra Data	Paper	Date↕	Code
1	MHingeGAN	14.36	No	cGANs with Multi-Hinge Loss	2019-12-09	Code
2	DLSM	11.62	No	Denoising Likelihood Score Matching for Conditio...	2022-03-27	Code
3	aw-BigGAN	11.22	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
4	MMD-PMish-NAS	10.68	No	-	-	Code
5	MMD-PMish-NAS (Compressed)	10.34	No	-	-	Code
6	FQ-GAN	9.74	No	Feature Quantization Improves GAN Training	2020-04-05	Code
7	aw-SN-GAN	9.48	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
8	TAC-GAN	9.34	No	Twin Auxiliary Classifiers GAN	2019-07-05	Code
9	aw-AutoGAN	8.9	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
10	aw-SN-GAN	8.31	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code

#1MHingeGANSOTA
14.36
Inception Score· 2019-12-09
cGANs with Multi-Hinge Loss Code
#2DLSM
11.62
Inception Score· 2022-03-27
Denoising Likelihood Score Matching for Conditional Score-based Data Generation Code
#3aw-BigGAN
11.22
Inception Score· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code
#4MMD-PMish-NAS
10.68
Inception Score
No paperCode
#5MMD-PMish-NAS (Compressed)
10.34
Inception Score
No paperCode
#6FQ-GAN
9.74
Inception Score· 2020-04-05
Feature Quantization Improves GAN Training Code
#7aw-SN-GAN
9.48
Inception Score· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code
#8TAC-GANSOTA
9.34
Inception Score· 2019-07-05
Twin Auxiliary Classifiers GAN Code
#9aw-AutoGAN
8.9
Inception Score· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code
#10aw-SN-GAN
8.31
Inception Score· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code