3D Hand Mesh Recovery on InterHand2.6M 5 FPS (test)
10.49MPJPE (mm)Full Model (ID 8)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full Model (ID 8)Iterative Refinement=true, GCN=true, Transformer=true, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=true2023.02 | 10.49 | 10.26 | 6.18 | |
| DIR + GCN + TF + MHP (ID 7)Iterative Refinement=true, GCN=true, Transformer=true, Single-plane feature projection=false, Multi-plane heatmap projection=true, Multi-plane feature projection=false2023.02 | 10.65 | 10.44 | 6.27 | |
| DIR + GCN + TF + SFP (ID 6)Iterative Refinement=true, GCN=true, Transformer=true, Single-plane feature projection=true, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 10.68 | 10.45 | 6.27 | |
| DIR + GCN + TF (ID 5)Iterative Refinement=true, GCN=true, Transformer=true, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 10.73 | 10.53 | 6.31 | |
| DIR + GCN (ID 3)Iterative Refinement=true, GCN=true, Transformer=false, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 10.94 | 10.75 | 6.42 | |
| DIR + TF (ID 4)Iterative Refinement=true, GCN=false, Transformer=true, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 10.98 | 10.8 | 6.45 | |
| DIR (ID 2)Iterative Refinement=true, GCN=false, Transformer=false, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 11.3 | 11.03 | 6.6 | |
| Basic Network (ID 1)Iterative Refinement=false, GCN=false, Transformer=false, Single-plane feature projection=false, Multi-plane heatmap projection=false, Multi-plane feature projection=false2023.02 | 12.44 | 12.11 | 7.41 |