Conditional Image Generation on CIFAR-100

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	DLSM	3.86	No	Denoising Likelihood Score Matching for Conditio...	2022-03-27	Code
2	FQ-GAN	7.15	No	Feature Quantization Improves GAN Training	2020-04-05	Code
3	TAC-GAN	7.22	No	Twin Auxiliary Classifiers GAN	2019-07-05	Code
4	ADC-GAN	8.12	No	Conditional GANs with Auxiliary Discriminative C...	2021-07-21	Code
5	aw-BigGAN	10.23	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
6	aw-SN-GAN	14	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
7	MHingeGAN	17.3	No	cGANs with Multi-Hinge Loss	2019-12-09	Code

#1DLSMSOTA
3.86
FID· 2022-03-27
Denoising Likelihood Score Matching for Conditional Score-based Data Generation Code
#2FQ-GANSOTA
7.15
FID· 2020-04-05
Feature Quantization Improves GAN Training Code
#3TAC-GANSOTA
7.22
FID· 2019-07-05
Twin Auxiliary Classifiers GAN Code
#4ADC-GAN
8.12
FID· 2021-07-21
Conditional GANs with Auxiliary Discriminative Classifier Code
#5aw-BigGAN
10.23
FID· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code
#6aw-SN-GAN
14
FID· 2020-12-05
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Code
#7MHingeGAN
17.3
FID· 2019-12-09
cGANs with Multi-Hinge Loss Code