Image Generation on STL-10

Metric: FID (lower is better)

LeaderboardDataset

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Results

#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	Diffusion ProjectedGAN	6.91	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
2	UNCSN++ (RVE) + ST	7.71	No	Soft Truncation: A Universal Training Technique ...	2021-06-10	Code
3	RDUOT	11.5	No	A High-Quality Robust Diffusion Framework for Co...	2023-11-28	Code
4	Diffusion StyleGAN2	11.53	No	Diffusion-GAN: Training GANs with Diffusion	2022-06-05	Code
5	MMD-PMish-NAS	11.61	No	-	-	Code
6	MMD-AdversarialNAS	12.91	No	-	-	Code
7	WaveDiff	12.93	No	Wavelet Diffusion Models are fast and scalable I...	2022-11-29	Code
8	MMD-AdversarialNAS (Compressed Large)	13.06	No	-	-	Code
9	MMD-PMish-NAS (Compressed)	13.07	No	-	-	Code
10	RDGAN	13.07	No	A High-Quality Robust Diffusion Framework for Co...	2023-11-28	Code
11	MMD-AdversarialNAS (Compressed Small)	14.84	No	-	-	Code
12	Styleformer	15.17	No	Styleformer: Transformer based Generative Advers...	2021-06-13	Code
13	SNGAN-DCD (Latent)	17.68	No	Discriminator Contrastive Divergence: Semi-Amort...	2020-04-05	Code
14	TransGAN	18.28	No	TransGAN: Two Pure Transformers Can Make One Str...	2021-02-14	Code
15	PGMGAN	19.52	No	Partition-Guided GANs	2021-04-02	Code
16	EAGAN (G+D)	22.18	No	EAGAN: Efficient Two-stage Evolutionary Architec...	2021-11-30	Code
17	SNGAN-DCD (Pixel)	22.25	No	Discriminator Contrastive Divergence: Semi-Amort...	2020-04-05	Code
18	EAGAN (G)	23.34	No	EAGAN: Efficient Two-stage Evolutionary Architec...	2021-11-30	Code
19	E2GAN	25.35	No	Off-Policy Reinforcement Learning for Efficient ...	2020-07-17	Code
20	aw-AutoGAN	26.32	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
21	DEGAS	28.76	No	DEGAS: Differentiable Efficient Generator Search	2019-12-02	-
22	AutoGAN	31.01	No	AutoGAN: Neural Architecture Search for Generati...	2019-08-11	Code
23	aw-SN-GAN	34.72	No	Adaptive Weighted Discriminator for Training Gen...	2020-12-05	Code
24	Dist-GAN	36.19	No	Dist-GAN: An Improved GAN using Distance Constra...	2018-03-23	Code
25	Improving MMD GAN	37.63	No	Improving MMD-GAN Training with Repulsive Loss F...	2018-12-24	Code
26	SN-GAN	40.1	No	Spectral Normalization for Generative Adversaria...	2018-02-16	Code
27	DC-VAE	41.9	No	Dual Contradistinctive Generative Autoencoder	2020-11-19	-
28	ProbGAN	46.74	No	-	-	Code
29	PeerGAN	51.37	No	DuelGAN: A Duel Between Two Discriminators Stabi...	2021-01-19	-
30	QSNGAN	59.611	No	Quaternion Generative Adversarial Networks	2021-04-19	Code