Hand Pose Estimation on HInt New Days v1 (test)
61PCK @ 0.05MaskHand
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MaskHandVenue=Ours, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 61 | 87.1 | 94.8 | |
| HaMeRJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 60.8 | 87.9 | 94.4 | |
| HaMeRVenue=CVPR 2024, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 60.8 | 87.9 | 94.4 | |
| MaskHandVenue=Ours, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 48.7 | 79.2 | 90 | |
| HaMeRJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 48 | 78 | 88.8 | |
| HaMeRVenue=CVPR 2024, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 48 | 78 | 88.8 | |
| HaMeRJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 27.2 | 60.8 | 78.9 | |
| MeshGraphormerJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 22.3 | 51.6 | 68.8 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 22.3 | 51.6 | 68.8 | |
| FrankMocapJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 20.1 | 49.2 | 67.6 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 20.1 | 49.2 | 67.6 | |
| METROJoints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 19.2 | 47.6 | 66 | |
| METROVenue=CVPR 2021, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 19.2 | 47.6 | 66 | |
| MeshGraphormerJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 16.8 | 42 | 59.7 | |
| MeshGraphormerVenue=ICCV 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 16.8 | 42 | 59.7 | |
| FrankMocapJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 16.1 | 41.4 | 60.2 | |
| FrankMocapVenue=ICCVW 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 16.1 | 41.4 | 60.2 | |
| HandOccNet (no param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 15.7 | 43.4 | 64 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 15.7 | 43.4 | 64 | |
| METROJoints Category=All, Protocol=2D projection of 3D joints2023.12 | 14.7 | 38.8 | 57.3 | |
| METROVenue=CVPR 2021, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 14.7 | 38.8 | 57.3 | |
| HandOccNet (no param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 13.7 | 39.1 | 59.3 | |
| HandOccNet (no param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 13.7 | 39.1 | 59.3 | |
| HandOccNet (param)Joints Category=Visible, Protocol=2D projection of 3D joints2023.12 | 10.2 | 31.4 | 51.2 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=Visible Joints, Zero-Shot Protocol=true2024.12 | 10.2 | 31.4 | 51.2 | |
| HandOccNet (no param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 9.8 | 31.2 | 50.8 | |
| FrankMocapJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 9.2 | 28 | 46.9 | |
| HandOccNet (param)Joints Category=All, Protocol=2D projection of 3D joints2023.12 | 9.1 | 28.4 | 47.8 | |
| HandOccNet (param)Venue=CVPR 2022, Joint Selection=All Joints, Zero-Shot Protocol=true2024.12 | 9.1 | 28.4 | 47.8 | |
| MeshGraphormerJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 7.9 | 25.7 | 44.3 | |
| HandOccNet (param)Joints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 7.2 | 23.5 | 42.4 | |
| METROJoints Category=Occluded, Protocol=2D projection of 3D joints2023.12 | 7 | 23.6 | 42.4 |