Image-to-Image Translation on Cityscapes Labels-to-Photo

Metric: Class IOU (higher is better)

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#	Model↕	Class IOU▼	Extra Data	Paper	Date↕	Code
1	pix2pix	0.18	No	Image-to-Image Translation with Conditional Adve...	2016-11-21	Code
2	CycleGAN	0.11	No	Unpaired Image-to-Image Translation using Cycle-...	2017-03-30	Code
3	CoGAN	0.06	No	Coupled Generative Adversarial Networks	2016-06-24	Code
4	SimGAN	0.04	No	Learning from Simulated and Unsupervised Images ...	2016-12-22	Code
5	BiGAN	0.02	No	Adversarially Learned Inference	2016-06-02	Code

#1pix2pixSOTA
0.18
Class IOU· 2016-11-21
Image-to-Image Translation with Conditional Adversarial Networks Code
#2CycleGAN
0.11
Class IOU· 2017-03-30
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Code
#3CoGANSOTA
0.06
Class IOU· 2016-06-24
Coupled Generative Adversarial Networks Code
#4SimGAN
0.04
Class IOU· 2016-12-22
Learning from Simulated and Unsupervised Images through Adversarial Training Code
#5BiGANSOTA
0.02
Class IOU· 2016-06-02
Adversarially Learned Inference Code