ML Research Wiki / Benchmarks / 3D Hand Pose Estimation / HInt: Hand Interactions in the wild

HInt: Hand Interactions in the wild

3D Hand Pose Estimation Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: [email protected] (New Days) All

Top Performing Models

Rank Model Paper [email protected] (New Days) All Date Code
1 HaMeR* Reconstructing Hands in 3D with Transformers 56.50 2023-12-08 📦 geopavlakos/hamer
2 Hamba Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba 47.20 2024-07-12 📦 humansensinglab/Hamba
3 MaskHand MMHMR: Generative Masked Modeling for Hand Mesh Recovery 46.10 2024-12-18 -
4 HaMeR Reconstructing Hands in 3D with Transformers 43.00 2023-12-08 📦 geopavlakos/hamer
5 MeshGraphormer Mesh Graphormer 19.10 2021-04-01 📦 microsoft/meshgraphormer 📦 2024-MindSpore-1/Code2 📦 MS-P3/code5
6 FrankMocap FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration 16.80 2020-08-19 📦 facebookresearch/frankmocap
7 METRO End-to-End Human Pose and Mesh Reconstruction with Transformers 16.80 2020-12-17 📦 microsoft/MeshTransformer
8 HandOccNet (no param) HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 12.40 2022-03-28 -
9 HandOccNet (param) HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 8.10 2022-03-28 -

All Papers (9)

geopavlakos/hamer
humansensinglab/Hamba
geopavlakos/hamer

Mesh Graphormer

2021
MeshGraphormer
microsoft/meshgraphormer 2024-MindSpore-1/Code2 MS-P3/code5
facebookresearch/frankmocap
microsoft/MeshTransformer