Hand Pose Estimation on HInt - VISOR v1 (test)
62.1PCK @ 0.05MaskHand
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MaskHandVenue=Ours, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 62.1 | 90.2 | 95 | |
| HaMeRJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 56.6 | 88 | 94.7 | |
| HaMeRVenue=CVPR 2024, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 56.6 | 88 | 94.7 | |
| MaskHandVenue=Ours, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 46.1 | 81.4 | 92.1 | |
| HaMeRJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 43 | 76.9 | 89.3 | |
| HaMeRVenue=CVPR 2024, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 43 | 76.9 | 89.3 | |
| HaMeRJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 25.9 | 60.8 | 80.7 | |
| MeshGraphormerJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 23.6 | 56.4 | 74.7 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 23.6 | 56.4 | 74.7 | |
| FrankMocapJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 20.4 | 52.3 | 71.6 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 20.4 | 52.3 | 71.6 | |
| METROJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 19.7 | 51.9 | 72 | |
| METROVenue=CVPR 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 19.7 | 51.9 | 72 | |
| MeshGraphormerJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 19.1 | 48.5 | 67.4 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 19.1 | 48.5 | 67.4 | |
| FrankMocapJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 16.8 | 45.6 | 66.2 | |
| METROJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 16.8 | 45.4 | 65.7 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 16.8 | 45.6 | 66.2 | |
| METROVenue=CVPR 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 16.8 | 45.4 | 65.7 | |
| HandOccNet (no param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 13.1 | 39.9 | 63.2 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 13.1 | 39.9 | 63.2 | |
| HandOccNet (no param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 12.4 | 38.7 | 61.8 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 12.4 | 38.7 | 61.8 | |
| FrankMocapJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 11 | 33 | 55 | |
| MeshGraphormerJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 10.9 | 33.3 | 54.1 | |
| METROJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 10.2 | 32.4 | 53.9 | |
| HandOccNet (no param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 9.9 | 33.7 | 55.4 | |
| HandOccNet (param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 8.5 | 27.9 | 49.8 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 8.5 | 27.9 | 49.8 | |
| HandOccNet (param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 8.1 | 27.7 | 49.3 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 8.1 | 27.7 | 49.3 | |
| HandOccNet (param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 7.4 | 26.1 | 46.7 |