Golf Motion Interpolation Model Performance

GAT vs Pure Hierarchical Architecture Comparison

Best Performing Models (GAT Architecture)

0.2595
Best MPJPE (mm)
HierGAT_7h8_g2
0.2106
Best P-MPJPE (mm)
HierGAT_7h8_g2
99.75%
Best OKS mAP
HierGAT_7h8_g2
100%
PCK@150mm
All Models
Main Performance Metrics Comparison
Error Analysis with Standard Deviation
OKS AP Performance by Threshold
GAT vs Pure Hierarchical Architecture

Detailed Model Performance Comparison

Model Architecture MPJPE (mm) P-MPJPE (mm) OKS mAP (%) OKS@0.5 OKS@0.9 Std Dev
HierGAT_7h8_g2 Hier+GAT 0.2595 0.2106 99.75% 100.00% 99.65% 0.3058
Hier_7h16 Pure Hier 0.2908 0.2424 99.71% 99.94% 99.36% 0.3014
HierGAT_7h4_g8 Hier+GAT 0.2922 0.2370 99.64% 99.94% 99.36% 0.3041
Hier_8h8 Pure Hier 0.3272 0.2542 99.60% 99.94% 99.18% 0.3152
Hier_7h4 Pure Hier 0.4302 0.3913 99.50% 100.00% 98.84% 0.2977
Hier_8h4 Pure Hier 0.4780 0.3964 99.41% 99.94% 98.66% 0.3690