Hand Pose Estimation on HO-3D v2 (test)
56F-score @ 5mmLiu 2021
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Liu 2021generalizes to unseen objects=false2021.08 | 56 | 0.95 | 93 | — | — | — | — | |
| Hampali 2020generalizes to unseen objects=false2021.08 | 51 | 1.06 | 94 | — | — | — | — | |
| Hasson 2020generalizes to unseen objects=false2021.08 | 42 | 1.14 | 93 | — | — | — | — | |
| Joint fittinggeneralizes to unseen objects=true2021.08 | 39 | 1.47 | 88 | — | — | — | — | |
| UniHOPEMethod category=Unified, Training setting=unified, Coordinate space=Root-relative2025.03 | 24.64 | — | 70.77 | 26.23 | 52.26 | 25.41 | 53.52 | |
| HandOccNet + HFL-NetMethod category=Unified, Training setting=unified, Coordinate space=Root-relative2025.03 | 24.39 | — | 69.99 | 28.33 | 50.45 | 27.44 | 51.67 | |
| H2ONet + HFL-NetMethod category=Unified, Training setting=unified, Coordinate space=Root-relative2025.03 | 24.33 | — | 69.86 | 28.49 | 50.45 | 27.59 | 51.67 | |
| HFL-NetMethod category=HOPE, Coordinate space=Root-relative2025.03 | 24.31 | — | 69.88 | 28.45 | 50.34 | 27.55 | 51.57 | |
| MobReconMethod category=HPE, Coordinate space=Root-relative2025.03 | 23.38 | — | 67.72 | 29.61 | 48.1 | 28.65 | 49.59 | |
| HandOccNetMethod category=HPE, Coordinate space=Root-relative2025.03 | 23.34 | — | 67.86 | 28.94 | 47.96 | 28.1 | 49.23 | |
| HandOccNet + HFL-NetMethod category=Unified, Training setting=original, Coordinate space=Root-relative2025.03 | 23.04 | — | 67.47 | 30.96 | 47.85 | 30.01 | 49.02 | |
| H2ONet + HFL-NetMethod category=Unified, Training setting=original, Coordinate space=Root-relative2025.03 | 22.91 | — | 67.2 | 31.27 | 47.7 | 30.31 | 48.86 | |
| H2ONetMethod category=HPE, Coordinate space=Root-relative2025.03 | 22.1 | — | 66.04 | 30.46 | 47.09 | 29.55 | 48.31 | |
| SimpleHandMethod category=HPE, Coordinate space=Root-relative2025.03 | 21.93 | — | 65.9 | 29.01 | 47.58 | 28.09 | 49 | |
| Liu et al.Method category=HOPE, Coordinate space=Root-relative2025.03 | 21.82 | — | 67.34 | 29.54 | 47.55 | 28.66 | 48.83 | |
| Keypoint Trans.Method category=HOPE, Coordinate space=Root-relative2025.03 | 17.13 | — | 56.07 | 41.04 | 34.47 | 39.64 | 36.02 |