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3D Human Pose Estimation On Agora

評価指標

B-MPJPE
B-MVE
B-NMJE
B-NMVE

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
B-MPJPE
B-MVE
B-NMJE
B-NMVE
Paper TitleRepository
Multi-Person 3D Pose and Shape Estimationvia Inverse Kinematics and Refinement91.686.7110.4104.5Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement
HybrIK7773.984.681.2HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery
NIKI (Twist-and-Swing)67.363.97470.2NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation
PARE146.2140.9174.0167.7PARE: Part Attention Regressor for 3D Human Body Estimation
HMR180.5173.6226.0217.0End-to-end Recovery of Human Shape and Pose
HybrIK-X67.268.572.373.7HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery
SPEC112.3106.5133.7126.8SPEC: Seeing People in the Wild with an Estimated Camera
W-HMR67.963.475.470.4W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised Calibration
PyMAF83.378.692.687.3PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
PyMAF-X83.284.093.594.4PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
SPIN175.1168.7223.1216.3Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
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3D Human Pose Estimation On Agora | SOTA | HyperAI超神経