SOTAVerified|Agents Browse Leaderboard About

Human Parsing

Human parsing is the task of segmenting a human image into different fine-grained semantic parts such as head, torso, arms and legs.

( Image credit: Multi-Human-Parsing (MHP) )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–40 of 125 papers

Title	Date	Tasks	Status	Hype
Identity-Guided Human Semantic Parsing for Person Re-Identification	Jul 27, 2020	ClusteringHuman Parsing	CodeCode Available	1
Correlating Edge, Pose with Parsing	May 4, 2020	Feature CorrelationHuman Parsing	CodeCode Available	1
Hierarchical Human Parsing with Typed Part-Relation Reasoning	Mar 10, 2020	Human ParsingRelation	CodeCode Available	1
Learning Compositional Neural Information Fusion for Human Parsing	Jan 19, 2020	Human Parsing	CodeCode Available	1
Learning from Synthetic Animals	Dec 17, 2019	Domain AdaptationHuman Parsing	CodeCode Available	1
Graphonomy: Universal Human Parsing via Graph Transfer Learning	Apr 9, 2019	Human ParsingTransfer Learning	CodeCode Available	1
Parsing R-CNN for Instance-Level Human Analysis	Nov 30, 2018	Human ParsingHuman Part Segmentation	CodeCode Available	1
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining	Apr 29, 2025	Crowd CountingDenoising	—Unverified	0
SCHNet: SAM Marries CLIP for Human Parsing	Mar 28, 2025	Human ParsingSegmentation	—Unverified	0
Progressive Limb-Aware Virtual Try-On	Mar 16, 2025	AttributeHuman Parsing	CodeCode Available	0

Show:10 25 50

← PrevPage 4 of 13Next →

All datasets 4D-DRESS PASCAL Context

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Graphonomy_Inner	mAcc	0.97	—	Unverified
2	CDGNet_Inner	mAcc	0.92	—	Unverified
3	Graphonomy_Outer	mAcc	0.92	—	Unverified
4	SCHP_Inner	mAcc	0.91	—	Unverified
5	CDGNet_Outer	mAcc	0.89	—	Unverified
6	SCHP_Outer	mAcc	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	mIoU	67.61	—	Unverified