Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation

Benchmark Model Rank Results
monocular-3d-human-pose-estimation-on-human3-6m-protocol-2-single-frame-detected-2dGUMLP + UAO (CPN, T=1)#3P-MPJPE: 39.0
monocular-3d-human-pose-estimation-on-human3-6m-protocol-1-monocular-ground-truth-2dGUMLP + UAO (GT 2D, T=1)#15MPJPE: 32.7
3d-human-pose-estimation-on-human36mGUMLP + UAO (CPN, T=1)#33Average MPJPE (mm): 46.7
3d-human-pose-estimation-on-mpi-inf-3dhpGUMLP + UAO (GT 2D, T=1, zero-shot) (extra data)#94AUC: 55.1PCK: 88.0