3D Hand Pose Estimation On Hint Hand
Metriken
PCK@0.05 (Ego4D) All
PCK@0.05 (Ego4D) Occ
PCK@0.05 (Ego4D) Visible
PCK@0.05 (New Days) All
PCK@0.05 (NewDays) Occ
PCK@0.05 (NewDays) Visible
PCK@0.05 (VISOR) All
PCK@0.05 (VISOR) Occ
PCK@0.05 (VISOR) Visible
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | PCK@0.05 (Ego4D) All | PCK@0.05 (Ego4D) Occ | PCK@0.05 (Ego4D) Visible | PCK@0.05 (New Days) All | PCK@0.05 (NewDays) Occ | PCK@0.05 (NewDays) Visible | PCK@0.05 (VISOR) All | PCK@0.05 (VISOR) Occ | PCK@0.05 (VISOR) Visible |
|---|---|---|---|---|---|---|---|---|---|
| reconstructing-hands-in-3d-with-transformers | 38.9 | 23.0 | 52.0 | 48.0 | 27.2 | 60.8 | 43.0 | 25.9 | 56.6 |
| end-to-end-human-pose-and-mesh-reconstruction | 13.2 | 8.1 | 15.8 | 14.7 | 7.0 | 19.2 | 16.8 | 10.2 | 19.7 |
| hamba-single-view-3d-hand-reconstruction-with | - | - | - | 48.7 | 28.2 | 61.2 | 47.2 | 29.9 | 61.4 |
| mmhmr-generative-masked-modeling-for-hand | 46.4 | 29.4 | 59.3 | 48.7 | 29.4 | 61.0 | 46.1 | 31.4 | 62.1 |
| mesh-graphormer | 14.6 | 8.3 | 18.4 | 16.8 | 7.9 | 22.3 | 19.1 | 10.9 | 23.6 |
| handoccnet-occlusion-robust-3d-hand-mesh | 7.7 | 8.0 | 7.3 | 9.1 | 7.2 | 10.2 | 8.1 | 7.4 | 8.5 |
| frankmocap-fast-monocular-3d-hand-and-body | 13.1 | 8.4 | 16.3 | 16.1 | 9.2 | 20.1 | 16.8 | 11.0 | 20.4 |
| handoccnet-occlusion-robust-3d-hand-mesh | 10.9 | 9.6 | 11.2 | 13.7 | 9.8 | 15.7 | 12.4 | 9.9 | 13.1 |