Global Human Motion Estimation on EMDB-2
68.9WA-MPJPEJOSH
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| JOSHOptimization Free=false, Scene Geometry Reconstruction=true2026.01 | 68.9 | 174.7 | 1.3 | — | — | — | — | |
| GVHMRRefinement Strategy=HTD-Refine2026.05 | 69.2 | 192.4 | 1.5 | 7.2 | 5.7 | 0.4 | 7.9 | |
| TRAMRefinement Strategy=HTD-Refine2026.05 | 71.7 | 204.9 | 1.5 | 6.6 | 7.5 | 0.4 | 8 | |
| TRAMOptimization Free=false, Scene Geometry Reconstruction=false2026.01 | 76.4 | 222.4 | 1.4 | — | — | — | — | |
| TRAMTrajectory Filtering=w/ traj filter2026.05 | 78.8 | 221.3 | 1.5 | 25.1 | 12 | 0.6 | 12.3 | |
| CHROMM (mono)Multi-View=false, Multi-Person=true, No External=true2026.03 | 102.6 | 255 | 1.7 | — | — | — | — | |
| GVHMROptimization Free=true, Scene Geometry Reconstruction=false2026.01 | 111 | 276.5 | 2 | — | — | — | — | |
| Human3RMulti-View=false, Multi-Person=true, No External=true2026.03 | 112.2 | 267.9 | 2.2 | — | — | — | — | |
| UniSHOptimization Free=true, Scene Geometry Reconstruction=true2026.01 | 118.5 | 270.1 | 5.8 | — | — | — | — | |
| UniSHMulti-View=false, Multi-Person=false, No External=false2026.03 | 118.5 | 270.1 | 5.8 | — | — | — | — | |
| GVHMR2026.05 | 118.7 | 292.7 | 2.1 | 17.2 | 4 | 0.6 | 10.4 | |
| WHAMOptimization Free=true, Scene Geometry Reconstruction=false2026.01 | 135.6 | 334.8 | 6 | — | — | — | — | |
| Human3RRefinement Strategy=HTD-Refine2026.05 | 156.2 | 391.4 | 2.2 | 132.5 | 23.2 | 1.3 | 39.4 | |
| Human3R2026.05 | 169 | 367.1 | 2.2 | 529.6 | 60 | 2.9 | 143.3 | |
| JOSH3ROptimization Free=true, Scene Geometry Reconstruction=true2026.01 | 220 | 661.7 | 13.1 | — | — | — | — | |
| JOSH3RMulti-View=false, Multi-Person=true, No External=false2026.03 | 220 | 661.7 | 13.1 | — | — | — | — | |
| SLAHMROptimization Free=false, Scene Geometry Reconstruction=false2026.01 | 326.9 | 776.1 | 10.2 | — | — | — | — | |
| TRACEOptimization Free=true, Scene Geometry Reconstruction=false2026.01 | 429 | 1,702.3 | 17.7 | — | — | — | — |