2D Semantic Segmentation on PASCAL-Part

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	CDCL+Pascal	72.82	Yes	Cross-Domain Complementary Learning Using Pose f...	2019-07-11	Code
2	SCHP	71.46	No	Self-Correction for Human Parsing	2019-10-22	Code
3	WSHP	67.6	Yes	Weakly and Semi Supervised Human Body Part Parsi...	2018-05-11	Code
4	CDCL	65.02	No	Cross-Domain Complementary Learning Using Pose f...	2019-07-11	Code
5	Joint (ResNet-101, +ms)	64.39	No	Joint Multi-Person Pose Estimation and Semantic ...	2017-08-10	-
6	Joint (VGG-16, +ms)	58.06	No	Joint Multi-Person Pose Estimation and Semantic ...	2017-08-10	-
7	HAZN	57.54	No	Zoom Better to See Clearer: Human and Object Par...	2015-11-21	-

#1CDCL+PascalSOTA
72.82
mIoU· Extra Data· 2019-07-11
Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation Code
#2SCHP
71.46
mIoU· 2019-10-22
Self-Correction for Human Parsing Code
#3WSHPSOTA
67.6
mIoU· Extra Data· 2018-05-11
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer Code
#4CDCL
65.02
mIoU· 2019-07-11
Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation Code
#5Joint (ResNet-101, +ms)SOTA
64.39
mIoU· 2017-08-10
Joint Multi-Person Pose Estimation and Semantic Part Segmentation
#6Joint (VGG-16, +ms)
58.06
mIoU· 2017-08-10
Joint Multi-Person Pose Estimation and Semantic Part Segmentation
#7HAZNSOTA
57.54
mIoU· 2015-11-21
Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net