SOTAVerified

3D Hand Pose Estimation

Image: Zimmerman et l

Papers

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Showing 1–10 of 178 papers

TitleStatusHype
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
Monocular 3D Hand Pose Estimation with Implicit Camera AlignmentCode1
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation—0
Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose EstimationCode1
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-trainingCode1
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
MMHMR: Generative Masked Modeling for Hand Mesh Recovery—0
HandOS: 3D Hand Reconstruction in One Stage—0
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wildCode3
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All datasetsFreiHANDHO-3D v2DexYCBH3WBHInt: Hand Interactions in the wildHO-3D v3InterHand2.6M

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ExtPose*PCK@0.05 (New Days) All59.6—Unverified
2HaMeR*PCK@0.05 (New Days) All51.6—Unverified
3HambaPCK@0.05 (New Days) All48.7—Unverified
4MaskHandPCK@0.05 (New Days) All48.7—Unverified
5HaMeRPCK@0.05 (New Days) All48—Unverified
6MeshGraphormerPCK@0.05 (New Days) All16.8—Unverified
7FrankMocapPCK@0.05 (New Days) All16.1—Unverified
8METROPCK@0.05 (New Days) All14.7—Unverified
9HandOccNet (no param)PCK@0.05 (New Days) All13.7—Unverified
10HandOccNet (param)PCK@0.05 (New Days) All9.1—Unverified