SOTAVerified

Human Part Segmentation

Papers

Showing 110 of 19 papers

TitleStatusHype
Sapiens: Foundation for Human Vision ModelsCode9
Hulk: A Universal Knowledge Translator for Human-Centric TasksCode2
Mask R-CNNCode1
UniHCP: A Unified Model for Human-Centric PerceptionsCode1
Parsing R-CNN for Instance-Level Human AnalysisCode1
Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene UnderstandingCode1
Motion-Aware Transformer For Occluded Person Re-identification0
Parsing Objects at a Finer Granularity: A Survey0
Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory0
KTN: Knowledge Transfer Network for Learning Multi-person 2D-3D CorrespondencesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CDCL+PascalmIoU72.82Unverified
2SCHPmIoU71.46Unverified
3WSHPmIoU67.6Unverified
4CDCLmIoU65.02Unverified
5Joint (ResNet-101, +ms)mIoU64.39Unverified
6Joint (VGG-16, +ms)mIoU58.06Unverified
7HAZNmIoU57.54Unverified
#ModelMetricClaimedVerifiedStatus
1Hulk(Finetune, ViT-L)Mean IoU72.68Unverified
2Hulk(Finetune, ViT-B)Mean IoU71.26Unverified
3UniHCP (finetune)Mean IoU69.8Unverified
4ResNet101Mean IoU67.47Unverified
5Parsing R-CNN + ResNext101Mean IoU61.1Unverified
6PGN + ResNet101Mean IoU55.8Unverified
#ModelMetricClaimedVerifiedStatus
1Hulk(Finetune, ViT-L)mIoU69.89Unverified
2Hulk(Finetune, ViT-B)mIoU68.56Unverified
3UniHCP (finetune)mIoU65.95Unverified
#ModelMetricClaimedVerifiedStatus
1UniHCP (FT)pACC97.74Unverified
#ModelMetricClaimedVerifiedStatus
1Parsing R-CNN + ResNext101Mean IoU41.8Unverified
#ModelMetricClaimedVerifiedStatus
1DPCmIoU71.34Unverified