ML Research Wiki / Benchmarks / Human Part Segmentation / PASCAL-Part

PASCAL-Part

Human Part Segmentation Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 CDCL+Pascal 📚 Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation 72.82 2019-07-11 📦 kevinlin311tw/CDCL-human-part-segmentation 📦 ytx21cn/CDCL-human-seg 📦 yuqizhu/covid19-classification
2 SCHP Self-Correction for Human Parsing 71.46 2019-10-22 📦 PeikeLi/Self-Correction-Human-Parsing 📦 MR3z4/SemanticSegmentation
3 WSHP 📚 Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer 67.60 2018-05-11 📦 MVIG-SJTU/WSHP
4 CDCL Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation 65.02 2019-07-11 📦 kevinlin311tw/CDCL-human-part-segmentation 📦 ytx21cn/CDCL-human-seg 📦 yuqizhu/covid19-classification
5 Joint (ResNet-101, +ms) Joint Multi-Person Pose Estimation and Semantic Part Segmentation 64.39 2017-08-10 -
6 Joint (VGG-16, +ms) Joint Multi-Person Pose Estimation and Semantic Part Segmentation 58.06 2017-08-10 -
7 HAZN Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net 57.54 2015-11-21 -

All Papers (7)

kevinlin311tw/CDCL-human-part-segmentation ytx21cn/CDCL-human-seg yuqizhu/covid19-classification
PeikeLi/Self-Correction-Human-Parsing MR3z4/SemanticSegmentation
MVIG-SJTU/WSHP
kevinlin311tw/CDCL-human-part-segmentation ytx21cn/CDCL-human-seg yuqizhu/covid19-classification