Datasets › HInt: Hand Interactions in the wild
HInt: Hand Interactions in the wild
The HInt dataset is frequently used as a generalizability benchmark for 3D Hand Reconstruction. It features three data subsets: HInt-NewDays, HInt-VISOR and HInt-Ego4D subsets and it aims to complement existing datasets used for training and evaluation 3D hand pose estimation. HInt annotates 2D keypoint locations and occlusion labels for 21 keypoints on the hand. It is built off of 3 existing datasets (Hands23, Epic-Kitchens VISOR, and Ego4D) and provides annotations for images from the three existing datasets.
Source: Reconstructing Hands in 3D with Transformers Image Source: Official Dataset
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 3D Hand Pose Estimation | HInt: Hand Interactions in the wild | ExtPose* PCK@0.05 (New Days) All 59.6 | ExtPose: Robust and Coherent Pose Estimation by Extending ViTs | — | 10 | Compare |
Papers archive 2025-07-28
8 shown of 8 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| ExtPose: Robust and Coherent Pose Estimation by Extending ViTs | 0 | 1 | 18 Jun 2025 | not harvested |
| MMHMR: Generative Masked Modeling for Hand Mesh Recovery | 0 | 1 | 18 Dec 2024 | not harvested |
| Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba | 1 | 1 | 12 Jul 2024 | ran 7 of 11 samples (4 unverified; 11 pointer-only for licence) |
| Reconstructing Hands in 3D with Transformers | 1 | 2 | 8 Dec 2023 | ran 0 of 6 samples (6 unverified) |
| HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network | 0 | 2 | 28 Mar 2022 | ran 6 of 8 samples (2 unverified; 8 pointer-only for licence) |
| Mesh Graphormer | 3 | 1 | 1 Apr 2021 | not harvested |
| End-to-End Human Pose and Mesh Reconstruction with Transformers | 1 | 1 | 17 Dec 2020 | not harvested |
| FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration | 1 | 1 | 19 Aug 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- HInt: Hand Interactions in the wild
1 variant name, as the archive lists them.
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