DualGAN: Unsupervised Dual Learning for Image-to-Image Translation

ICCV 2017 Zili YiHao ZhangPing TanMinglun Gong

Conditional Generative Adversarial Networks (GANs) for cross-domain image-to-image translation have made much progress recently. Depending on the task complexity, thousands to millions of labeled image pairs are needed to train a conditional GAN... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Image-to-Image Translation Aerial-to-Map DualGAN Per-pixel Accuracy 42% # 2
Per-class Accuracy 22% # 2
Class IOU 0.09 # 2

Results from Other Papers


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK SOURCE PAPER COMPARE
Facial Expression Translation CelebA DualGAN AMT 3.2 # 6