3D Hand Pose and Mesh Estimation on InterHand2.6M (test)
7.51MPJPEDIR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DIRAlignment Protocol=MCP joint alignment with scaling (MS)2023.02 | 7.51 | 7.72 | — | — | — | — | — | — | |
| DIRAlignment Protocol=MCP joint alignment without scaling (M)2023.02 | 8.7 | 9.06 | — | — | — | — | — | — | |
| IntagHandAlignment Protocol=MCP joint alignment with scaling (MS)2023.02 | 8.79 | 9.03 | — | — | — | — | — | — | |
| InterShapeAlignment Protocol=MCP joint alignment with scaling (MS)2023.02 | 8.88 | 9.15 | — | — | — | — | — | — | |
| KPTAlignment Protocol=MCP joint alignment with scaling (MS)2023.02 | 9.17 | — | — | — | — | — | — | — | |
| KPTAlignment Protocol=MCP joint alignment without scaling (M)2023.02 | 9.61 | — | — | — | — | — | — | — | |
| IntagHandAlignment Protocol=MCP joint alignment without scaling (M)2023.02 | 10.14 | 10.59 | — | — | — | — | — | — | |
| InterShapeAlignment Protocol=MCP joint alignment without scaling (M)2023.02 | 10.51 | 10.95 | — | — | — | — | — | — | |
| InterNetAlignment Protocol=MCP joint alignment with scaling (MS)2023.02 | 12.79 | — | — | — | — | — | — | — | |
| InterNetAlignment Protocol=MCP joint alignment without scaling (M)2023.02 | 12.94 | — | — | — | — | — | — | — | |
| A2J-TransformerCategory=Model-free, Params (M)=42, GFLOPS=25.652025.04 | — | — | — | — | — | 8.1 | 10.96 | 9.63 | |
| ACRCategory=Model-based, Params (M)=104.82, GFLOPS=30.66, evaluated_on_official_test_split_using_authors_model=true2025.04 | — | — | 7.01 | 8.72 | 7.33 | 6.98 | 8.92 | 7.87 | |
| DIGITCategory=Model-free2025.04 | — | — | — | — | — | 11.32 | 15.57 | — | |
| EANetCategory=Model-based, Params (M)=136.22, GFLOPS=28.49, evaluated_on_official_test_split_using_authors_model=true2025.04 | — | — | 5.61 | 6.87 | 6.16 | 5.28 | 6.17 | 5.73 | |
| HDRCategory=Model-free, Params (M)=55, GFLOPS=15.472025.04 | — | — | — | — | — | 8.51 | 13.12 | 10.97 | |
| IntagHandCategory=Model-based, Params (M)=55.08, GFLOPS=28.35, evaluated_on_official_test_split_using_authors_model=true2025.04 | — | — | 9.66 | 10.25 | 9.89 | 9.03 | 9.42 | 9.21 | |
| InterNetCategory=Model-free, GFLOPS=19.492025.04 | — | — | — | — | — | 12.16 | 16.02 | 14.22 | |
| Keypoint TransformerCategory=Model-based, Params (M)=117.05, GFLOPS=19.662025.04 | — | — | 10.16 | 14.36 | 11.94 | 10.99 | 14.34 | 12.78 | |
| Kim et al.Category=Model-free2025.04 | — | — | — | — | — | — | — | 12.08 | |
| MeMaHandCategory=Model-based2025.04 | — | — | — | — | 10.92 | — | — | 10.85 | |
| Two-Hand-ShapeCategory=Model-based, Params (M)=143.37, GFLOPS=28.982025.04 | — | — | — | 13.95 | — | — | 13.48 | — | |
| VM-BHINetCategory=Model-based, Params (M)=36.99, GFLOPS=12.972025.04 | — | — | 4.69 | 6.32 | 5.44 | 4.41 | 5.77 | 5.09 |