Hand Pose Estimation on FreiHAND
13.53J-PEUniHOPE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UniHOPEEvaluation Protocol=Procrustes Alignment2025.03 | 13.53 | 73.24 | 13.14 | 73.92 | 43.23 | 89.55 | — | — | |
| Liu et al.Evaluation Protocol=Procrustes Alignment2025.03 | 14 | 72.3 | 13.59 | 73.02 | 41.53 | 89.11 | — | — | |
| HFL-NetEvaluation Protocol=Procrustes Alignment2025.03 | 14.29 | 71.75 | 13.85 | 72.52 | 40.52 | 88.63 | — | — | |
| H2ONet+ + HFL-Net+Evaluation Protocol=Procrustes Alignment2025.03 | 14.42 | 71.47 | 14.06 | 72.09 | 39.54 | 88.18 | — | — | |
| H2ONet+ + HFL-NetEvaluation Protocol=Procrustes Alignment2025.03 | 14.47 | 71.36 | 14.1 | 71.99 | 39.48 | 88.14 | — | — | |
| HandOccNetEvaluation Protocol=Procrustes Alignment2025.03 | 14.52 | 71.34 | 14.09 | 72.07 | 40.02 | 88.08 | — | — | |
| H2ONetEvaluation Protocol=Procrustes Alignment2025.03 | 14.56 | 71.21 | 14.25 | 71.69 | 38.73 | 87.69 | — | — | |
| HandOccNet+ + HFL-NetEvaluation Protocol=Procrustes Alignment2025.03 | 15.4 | 69.65 | 14.85 | 70.58 | 38.3 | 86.94 | — | — | |
| SimpleHandEvaluation Protocol=Procrustes Alignment2025.03 | 15.79 | 68.9 | 15.37 | 69.61 | 37.03 | 85.4 | — | — | |
| HandOccNet+ + HFL-Net+Evaluation Protocol=Procrustes Alignment2025.03 | 16.15 | 68.29 | 15.58 | 69.26 | 36.92 | 85.93 | — | — | |
| Keypoint Trans.Evaluation Protocol=Procrustes Alignment2025.03 | 16.97 | 66.66 | 17.03 | 66.38 | 34.31 | 83.44 | — | — | |
| MobReconEvaluation Protocol=Procrustes Alignment2025.03 | 17.74 | 65.16 | 17.32 | 65.9 | 32.95 | 81.35 | — | — | |
| UniHOPEEvaluation Protocol=Root-relative2025.03 | 50.97 | 34.31 | 49.21 | 34.94 | 17.83 | 53.46 | — | — | |
| HFL-NetEvaluation Protocol=Root-relative2025.03 | 58.02 | 29.94 | 56.08 | 30.2 | 15.47 | 48.83 | — | — | |
| HandOccNetEvaluation Protocol=Root-relative2025.03 | 58.03 | 29.07 | 56.06 | 29.4 | 14.89 | 47.75 | — | — | |
| Liu et al.Evaluation Protocol=Root-relative2025.03 | 59.4 | 28.84 | 57.39 | 29.04 | 14.92 | 47.76 | — | — | |
| SimpleHandEvaluation Protocol=Root-relative2025.03 | 60.82 | 26.09 | 58.85 | 26.34 | 12.84 | 43.53 | — | — | |
| H2ONet+ + HFL-Net+Evaluation Protocol=Root-relative2025.03 | 68.25 | 24.49 | 65.9 | 24.4 | 12.3 | 42.51 | — | — | |
| H2ONet+ + HFL-NetEvaluation Protocol=Root-relative2025.03 | 68.88 | 24.27 | 66.49 | 24.21 | 12.33 | 42.38 | — | — | |
| MobReconEvaluation Protocol=Root-relative2025.03 | 71.18 | 22.21 | 68.5 | 22.34 | 10.41 | 36.67 | — | — | |
| H2ONetEvaluation Protocol=Root-relative2025.03 | 79.14 | 19.88 | 76.29 | 19.38 | 9.69 | 36.71 | — | — | |
| HandOccNet+ + HFL-Net+Evaluation Protocol=Root-relative2025.03 | 80.74 | 20.3 | 78 | 19.44 | 10.52 | 36.38 | — | — | |
| HandOccNet+ + HFL-NetEvaluation Protocol=Root-relative2025.03 | 81.79 | 21.33 | 78.91 | 20.56 | 10.89 | 36.68 | — | — | |
| Keypoint Trans.Evaluation Protocol=Root-relative2025.03 | 96.27 | 13.6 | 93.39 | 12.37 | 6.99 | 27.82 | — | — | |
| AMVUR2026.06 | — | — | — | — | — | — | — | 6.2 | |
| CMR-PG2026.06 | — | — | — | — | — | — | 48.8 | 6.9 | |
| Hamba2026.06 | — | — | — | — | — | — | — | 5.7 | |
| HandDGP2026.06 | — | — | — | — | — | — | 46.3 | 7.4 | |
| HandOS2026.06 | — | — | — | — | — | — | — | 5 | |
| I2L-MeshNet2026.06 | — | — | — | — | — | — | 60.3 | 7.4 | |
| MANO CNN2026.06 | — | — | — | — | — | — | 71.3 | 11 | |
| MaskHand2026.06 | — | — | — | — | — | — | — | 5.5 | |
| METRO2026.06 | — | — | — | — | — | — | — | 6.7 | |
| MobRecon2026.06 | — | — | — | — | — | — | 50.2 | 5.7 | |
| ObMan2026.06 | — | — | — | — | — | — | 85.2 | 13.3 | |
| S2HAND2026.06 | — | — | — | — | — | — | — | 11.8 | |
| ScaleHP2026.06 | — | — | — | — | — | — | 35.8 | 5 |