Conditional Image Generation on ImageNet 128x128

Metric: Inception score (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	Inception score▼	Extra Data	Paper	Date↕	Code
1	Omni-INR-GAN	262.85	No	Omni-GAN: On the Secrets of cGANs and Beyond	2020-11-26	Code
2	Omni-GAN	190.94	No	Omni-GAN: On the Secrets of cGANs and Beyond	2020-11-26	Code
3	simple diffusion (U-ViT, L)	171.9	No	Simple diffusion: End-to-end diffusion for high ...	2023-01-26	Code
4	ADM-G + EDS + ECT (ED-DPM, classifier_scale=0.6)	169.24	No	Entropy-driven Sampling and Training Scheme for ...	2022-06-23	Code
5	ADM-G + EDS (ED-DPM, classifier_scale=0.4)	159.72	No	Entropy-driven Sampling and Training Scheme for ...	2022-06-23	Code
6	simple diffusion (U-Net)	137.3	No	Simple diffusion: End-to-end diffusion for high ...	2023-01-26	Code
7	BigGAN-deep	124.5	Yes	Large Scale GAN Training for High Fidelity Natur...	2018-09-28	Code
8	BigGAN + instance selection	114.32	No	Instance Selection for GANs	2020-07-30	Code
9	IC-GAN + DA	108.6	No	Instance-Conditioned GAN	2021-09-10	Code
10	ADC-GAN	108.1	No	Conditional GANs with Auxiliary Discriminative C...	2021-07-21	Code
11	BigGAN	98.8	Yes	Large Scale GAN Training for High Fidelity Natur...	2018-09-28	Code
12	ReACGAN	96.299	No	Rebooting ACGAN: Auxiliary Classifier GANs with ...	2021-11-01	Code
13	S3 GAN	83.1	No	High-Fidelity Image Generation With Fewer Labels	2019-03-06	Code
14	HamGAN	58.75	No	Is Attention Better Than Matrix Decomposition?	2021-09-09	Code
15	Your Local GAN	57.22	No	Your Local GAN: Designing Two Dimensional Local ...	2019-11-27	Code
16	FQ-GAN	54.36	No	Feature Quantization Improves GAN Training	2020-04-05	Code
17	SAGAN	52.52	Yes	Self-Attention Generative Adversarial Networks	2018-05-21	Code
18	Projection Discriminator	36.8	Yes	cGANs with Projection Discriminator	2018-02-15	Code
19	AC-GAN	28.5	Yes	Conditional Image Synthesis With Auxiliary Class...	2016-10-30	Code