Macro-Micro Adversarial Network for Human Parsing

ECCV 2018 Yawei LuoZhedong ZhengLiang ZhengTao GuanJunqing YuYi Yang

In human parsing, the pixel-wise classification loss has drawbacks in its low-level local inconsistency and high-level semantic inconsistency. The introduction of the adversarial network tackles the two problems using a single discriminator... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Semantic Segmentation LIP val MMAN (ResNet-101) mIoU 46.81% # 8

Methods used in the Paper