Hand Pose Estimation on Ego4D HInt v1 (test)
59.3PCK @ 0.05MaskHand
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MaskHandVenue=Ours, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 59.3 | 88.3 | 94.4 | |
| HaMeRJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 52 | 83.2 | 91.3 | |
| HaMeRVenue=CVPR 2024, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 52 | 83.2 | 91.3 | |
| MaskHandVenue=Ours, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 46.4 | 77.5 | 90.1 | |
| HaMeRJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 38.9 | 71.3 | 84.4 | |
| HaMeRVenue=CVPR 2024, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 38.9 | 71.3 | 84.4 | |
| HaMeRJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 23 | 56.9 | 76.3 | |
| MeshGraphormerJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 18.4 | 45.6 | 63.2 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 18.4 | 45.6 | 63.2 | |
| FrankMocapJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 16.3 | 43.2 | 62 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 16.3 | 43.2 | 62 | |
| METROJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 15.8 | 41.7 | 60.3 | |
| METROVenue=CVPR 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 15.8 | 41.7 | 60.3 | |
| MeshGraphormerJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 14.6 | 38.2 | 56 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 14.6 | 38.2 | 56 | |
| METROJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 13.2 | 35.7 | 54.3 | |
| METROVenue=CVPR 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 13.2 | 35.7 | 54.3 | |
| FrankMocapJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 13.1 | 36.9 | 55.8 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 13.1 | 36.9 | 55.8 | |
| HandOccNet (no param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 11.2 | 36.2 | 60.3 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 11.2 | 36.2 | 56 | |
| HandOccNet (no param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 10.9 | 35.1 | 58.9 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 10.9 | 35.1 | 58.9 | |
| HandOccNet (no param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 9.6 | 31.1 | 52.7 | |
| FrankMocapJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 8.4 | 26.9 | 45.1 | |
| MeshGraphormerJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 8.3 | 26.9 | 44.6 | |
| METROJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 8.1 | 26.2 | 44.7 | |
| HandOccNet (param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 8 | 26.1 | 45.7 | |
| HandOccNet (param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 7.7 | 26.5 | 47.7 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 7.7 | 26.5 | 47.7 | |
| HandOccNet (param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 7.3 | 26.1 | 48 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 7.3 | 26.1 | 48 |