HyperAI超神経
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HyperAI超神経

Unsupervised 3D Human Pose Estimation On

評価指標

MPJPE
N-MPJPE
P-MPJPE

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
MPJPE
N-MPJPE
P-MPJPE
Paper TitleRepository
Mask as Supervision95.996.890.4Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation
Kinematic-Structure-Preserved Representation---Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation-
HDVR82.1--Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition
PGNIS99.2--Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis-
CHOMP64.7--Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior
Non-Local Latent Relation Distillation97.8--Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation-
ElePose64.0--ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses
SVMAC98.3--SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency-
Uncertainty-Aware Adaptation103.2--Uncertainty-Aware Adaptation for Self-Supervised 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
ITES-TS85.3-59.8Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation
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