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Human Part Segmentation 벤치마크

Human Part Segmentation on PASCAL-Part

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mIoU

57.54 61.36 65.18 69 72.82 2015-11 2026-11 HAZN — 57.54 (2015-11-21) HAZN — 57.54 (2015-11-21) Joint (ResNet-101, +ms) — 64.39 (2017-08-10) Joint (VGG-16, +ms) — 58.06 (2017-08-10) Joint (ResNet-101, +ms) — 64.39 (2017-08-10) Joint (VGG-16, +ms) — 58.06 (2017-08-10) WSHP — 67.6 (2018-05-11) WSHP — 67.6 (2018-05-11) CDCL+Pascal — 72.82 (2019-07-11) CDCL — 65.02 (2019-07-11) CDCL+Pascal — 72.82 (2019-07-11) CDCL — 65.02 (2019-07-11) SCHP — 71.46 (2019-10-22) SCHP — 71.46 (2019-10-22) HAZN — 57.54 (2015-11-21) Joint (ResNet-101, +ms) — 64.39 (2017-08-10) WSHP — 67.6 (2018-05-11) CDCL+Pascal — 72.82 (2019-07-11)
RankModel mIoU Extra Training Data PaperCodeYear
1 CDCL+Pascal 72.82 ✓ Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation kevinlin311tw/CDCL-human-part-segmentation · ytx21cn/CDCL-human-seg · yuqizhu/covid19-classification 2019
2 SCHP 71.46 Self-Correction for Human Parsing PeikeLi/Self-Correction-Human-Parsing · MR3z4/SemanticSegmentation 2019
3 WSHP 67.60 ✓ Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer MVIG-SJTU/WSHP 2018
4 CDCL 65.02 Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation kevinlin311tw/CDCL-human-part-segmentation · ytx21cn/CDCL-human-seg · yuqizhu/covid19-classification 2019
5 Joint (ResNet-101, +ms) 64.39 Joint Multi-Person Pose Estimation and Semantic Part Segmentation 2017
6 Joint (VGG-16, +ms) 58.06 Joint Multi-Person Pose Estimation and Semantic Part Segmentation 2017
7 HAZN 57.54 Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net 2015
8 CDCL+Pascal 72.82 ✓ Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation kevinlin311tw/CDCL-human-part-segmentation · ytx21cn/CDCL-human-seg · yuqizhu/covid19-classification 2019
9 SCHP 71.46 Self-Correction for Human Parsing PeikeLi/Self-Correction-Human-Parsing · MR3z4/SemanticSegmentation 2019
10 WSHP 67.60 ✓ Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer MVIG-SJTU/WSHP 2018
11 CDCL 65.02 Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation kevinlin311tw/CDCL-human-part-segmentation · ytx21cn/CDCL-human-seg · yuqizhu/covid19-classification 2019
12 Joint (ResNet-101, +ms) 64.39 Joint Multi-Person Pose Estimation and Semantic Part Segmentation 2017
13 Joint (VGG-16, +ms) 58.06 Joint Multi-Person Pose Estimation and Semantic Part Segmentation 2017
14 HAZN 57.54 Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net 2015
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