ML Research Wiki / Benchmarks / 3D Hand Pose Estimation / HO-3D v3

HO-3D v3

3D Hand Pose Estimation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: PA-MPJPE

Top Performing Models

Rank Model Paper PA-MPJPE Date Code
1 S2HAND Model-based 3D Hand Reconstruction via Self-Supervised Learning 11.50 2021-03-22 📦 TerenceCYJ/S2HAND
2 KPT-Transformer Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation 10.90 2021-04-29 📦 shreyashampali/kypt_transformer
3 ArtiBoost ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis 10.80 2021-09-12 📦 mvig-sjtu/artiboost 📦 lixiny/artiboost
4 Yu et al. UV-Based 3D Hand-Object Reconstruction with Grasp Optimization 10.80 2022-11-24 -
5 HMP HMP: Hand Motion Priors for Pose and Shape Estimation from Video 10.10 2023-12-27 -
6 AMVUR A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image 8.70 2023-04-27 📦 zhehengjianglancaster/amvur
7 MaskHand MMHMR: Generative Masked Modeling for Hand Mesh Recovery 7.00 2024-12-18 -
8 Hamba Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba 6.90 2024-07-12 📦 humansensinglab/Hamba

All Papers (8)

TerenceCYJ/S2HAND
shreyashampali/kypt_transformer
mvig-sjtu/artiboost lixiny/artiboost
zhehengjianglancaster/amvur
humansensinglab/Hamba