Hand Pose Estimation on DexYCB S3 (test)
12.59J-PEUniHOPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniHOPECategory=Unified HOPE2025.03 | 12.59 | 4.83 | 12.12 | 4.66 | |
| UniHOPECategory=Unified HOPE2025.03 | 13.03 | 5.59 | 12.59 | 5.4 | |
| HandOccNetCategory=HPE2025.03 | 13.16 | 5.31 | 12.7 | 5.11 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 13.29 | 4.7 | 13.08 | 5.06 | |
| UniHOPECategory=Unified HOPE2025.03 | 13.31 | 6.08 | 12.89 | 5.87 | |
| HFL-NetCategory=HOPE2025.03 | 13.61 | 5.2 | 13.1 | 5.01 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 13.85 | 5.28 | 13.35 | 5.08 | |
| HandOccNetCategory=HPE2025.03 | 14.02 | 6.17 | 13.55 | 5.95 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.09 | 5.37 | 13.58 | 5.17 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 14.12 | 5.83 | 13.75 | 5.83 | |
| H2ONetCategory=HPE2025.03 | 14.14 | 4.74 | 14 | 5.35 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.14 | 4.76 | 14 | 5.35 | |
| HFL-NetCategory=HOPE2025.03 | 14.32 | 6.08 | 13.83 | 5.86 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 14.34 | 6.06 | 13.86 | 5.85 | |
| MobReconCategory=HPE2025.03 | 14.43 | 5.88 | 13.45 | 5.15 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.52 | 6.15 | 14.02 | 5.93 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.54 | 5.9 | 14.19 | 6 | |
| HandOccNetCategory=HPE2025.03 | 14.58 | 6.73 | 14.1 | 6.49 | |
| SimpleHandCategory=HPE2025.03 | 14.63 | 5.62 | 13.96 | 5.38 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 14.66 | 6.55 | 14.18 | 6.33 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Original setting2025.03 | 14.66 | 6.56 | 14.18 | 6.34 | |
| HFL-NetCategory=HOPE2025.03 | 14.77 | 6.64 | 14.29 | 6.41 | |
| H2ONetCategory=HPE2025.03 | 14.78 | 5.72 | 14.63 | 6.19 | |
| SimpleHandCategory=HPE2025.03 | 14.78 | 6.3 | 14.11 | 6.03 | |
| H2ONet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.79 | 6.63 | 14.31 | 6.41 | |
| HandOccNet + HFL-NetCategory=Unified HOPE, Evaluation Setting=Unified setting2025.03 | 14.79 | 6.65 | 14.31 | 6.42 | |
| SimpleHandCategory=HPE2025.03 | 14.88 | 6.74 | 14.21 | 6.45 | |
| MobReconCategory=HPE2025.03 | 15.02 | 6.71 | 13.93 | 5.91 | |
| Liu et al.Category=HOPE2025.03 | 15.18 | 5.48 | 14.6 | 5.31 | |
| H2ONetCategory=HPE2025.03 | 15.2 | 6.35 | 15.03 | 6.74 | |
| Liu et al.Category=HOPE2025.03 | 15.33 | 6.17 | 14.79 | 5.98 | |
| MobReconCategory=HPE2025.03 | 15.4 | 7.25 | 14.24 | 6.39 | |
| Liu et al.Category=HOPE2025.03 | 15.43 | 6.61 | 14.91 | 6.4 | |
| Keypoint Trans.Category=HOPE2025.03 | 18.79 | 7.77 | 18.35 | 7.94 | |
| Keypoint Trans.Category=HOPE2025.03 | 19.16 | 7.7 | 18.71 | 7.96 | |
| Keypoint Trans.Category=HOPE2025.03 | 19.75 | 7.59 | 19.26 | 7.98 |