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Unsupervised 3D Human Pose Estimation On

评估指标

MPJPE
N-MPJPE
P-MPJPE

评测结果

各个模型在此基准测试上的表现结果

Paper Title
Uncertainty-Aware Adaptation103.2--Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation
PGNIS99.2--Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis
SVMAC98.3--SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency
Non-Local Latent Relation Distillation97.8--Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation
Mask as Supervision95.996.890.4Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation
ITES-TS85.3-59.8Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation
HDVR82.1--Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition
CHOMP64.7--Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior
ElePose64.0--ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses
Kinematic-Structure-Preserved Representation---Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation
LInKs-61.6-LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation
CLIFF (HR-W48)---CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
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Unsupervised 3D Human Pose Estimation On | SOTA | HyperAI超神经