Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation

Benchmark Model Rank Results
multi-hypotheses-3d-human-pose-estimation-on-human36mD3DP#3Average MPJPE (mm): 35.4Using 2D ground-truth joints: No
monocular-3d-human-pose-estimation-on-human3-6m-protocol-1-monocular-ground-truth-2dD3DP + JPMA (N=243, H=20, K=10)#6MPJPE: 19.6
monocular-3d-human-pose-estimation-on-human3-6mD3DP#10Average MPJPE (mm): 39.5Use Video Sequence: YesFrames Needed: 243…
3d-human-pose-estimation-on-mpi-inf-3dhpD3DP (N=243, H=20, K=20, J-Agg)#17MPJPE: 29.7AUC: 78.2PCK: 97.7
3d-human-pose-estimation-on-human36mD3DP + JPMA (N=243, H=20, K=10)#73PA-MPJPE: 31.6