3D Hand Pose Estimation on EgoEVHands HOMO (Homogeneous Distribution)
11.48M-2D ErrorOurs (KeypointBEV)
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ours (KeypointBEV)Mod.=E-B-1, Protocol=w/o action cls.2026.05 | 11.48 | 22.03 | 18.96 | 22.31 | 21.9 | 22.04 | 21.99 | 21.65 | 22.09 | 22.13 | 5.88 | 19.86 | |
| EvHandPoseVenue=CVPR’24, Mod.=E-M-32026.05 | 19.38 | 33.5 | 22.53 | 32.6 | 33.93 | 33.5 | — | — | — | — | 47.4 | 3.69 | |
| EventEgo3DVenue=CVPR’23, Mod.=E-M-12026.05 | 27.24 | 36.61 | 27.55 | 37.23 | 36.32 | 36.28 | 38.24 | 36.9 | 100.1 | 38.22 | 1.38 | 5.53 | |
| HandMvNetVenue=VISAPP’25, Mod.=F-B-1/32026.05 | 29.64 | 36.43 | 26.97 | 34.81 | 37.2 | 36.09 | 38.12 | 37.49 | 37.82 | 39.21 | 85.9 | 87.7 | |
| Ev2HandsVenue=CVPR’24, Mod.=E-M-32026.05 | 35.47 | 54.31 | 30.74 | 53.34 | 54.77 | 54.84 | 51.71 | 52.1 | 51.64 | 51.48 | 4.5 | 21.5 |