SOTAVerified

3D Hand Pose Estimation

Papers

Showing 51100 of 178 papers

TitleStatusHype
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event StreamCode1
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh EstimationCode1
Active Learning for Bayesian 3D Hand Pose EstimationCode1
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB ImageCode1
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human PoseCode1
Monocular Expressive Body Regression through Body-Driven AttentionCode1
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB ImageCode1
Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body DynamicsCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth ImageCode1
Epipolar TransformersCode1
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the WildCode1
HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose EstimationCode1
HOnnotate: A method for 3D Annotation of Hand and Object PosesCode1
3D Hand Shape and Pose Estimation from a Single RGB ImageCode1
3D Hand Shape and Pose from Images in the WildCode1
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs0
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation0
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting0
MMHMR: Generative Masked Modeling for Hand Mesh Recovery0
HandOS: 3D Hand Reconstruction in One Stage0
Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild0
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics0
HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose EstimationCode0
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models0
Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation0
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal ImagesCode0
3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario0
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion0
HMP: Hand Motion Priors for Pose and Shape Estimation from Video0
3D Hand Pose Estimation in Everyday Egocentric Images0
CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting0
Denoising Diffusion for 3D Hand Pose Estimation from Images0
Neural Voting Field for Camera-Space 3D Hand Pose Estimation0
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training0
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters0
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural NetworkCode0
Cross-Domain 3D Hand Pose Estimation With Dual Modalities0
HARP: Personalized Hand Reconstruction from a Monocular RGB Video0
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments0
LG-Hand: Advancing 3D Hand Pose Estimation with Locally and Globally Kinematic Knowledge0
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation0
Transformer-based Global 3D Hand Pose Estimation in Two Hands Manipulating Objects Scenarios0
0/1 Deep Neural Networks via Block Coordinate Descent0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DetNetPA-MPJPE15.7Unverified
2Hasson et al.PA-MPVPE13.2Unverified
3Boukhayma et al.PA-MPVPE13Unverified
4ExPose (hand sub-network h)PA-MPJPE12.2Unverified
5PIXIE hand expertPA-MPJPE12Unverified
6MANO CNNPA-MPJPE11Unverified
7Zimmermann et al.PA-MPVPE10.7Unverified
8YoutubeHandPA-MPJPE8.4Unverified
9Pose2MeshPA-MPJPE7.7Unverified
10Hand4WholePA-MPJPE7.7Unverified
#ModelMetricClaimedVerifiedStatus
1Pose2MeshPA-MPJPE (mm)12.5Unverified
2HORPA-MPJPE (mm)12Unverified
3S2HandPA-MPJPE (mm)11.4Unverified
4ArtiBoostPA-MPJPE (mm)11.4Unverified
5I2L-MeshNetPA-MPJPE (mm)11.2Unverified
6Tse et al.PA-MPVPE10.9Unverified
7KPT-TransformerPA-MPJPE (mm)10.8Unverified
8Hampali et al.PA-MPJPE (mm)10.7Unverified
9METROPA-MPJPE (mm)10.4Unverified
10DMAPA-MPJPE (mm)10.1Unverified
#ModelMetricClaimedVerifiedStatus
1BMCAverage MPJPE (mm)17.3Unverified
2SHOAverage MPJPE (mm)15.2Unverified
3METROAverage MPJPE (mm)15.2Unverified
4MobReconAverage MPJPE (mm)14.2Unverified
5HandOccNetAverage MPJPE (mm)14Unverified
6H2ONetAverage MPJPE (mm)14Unverified
7SemGCNAverage MPJPE (mm)13.2Unverified
8HFLNetAverage MPJPE (mm)12.6Unverified
9SimpleHandAverage MPJPE (mm)12.4Unverified
10MaskHandAverage MPJPE (mm)11.7Unverified
#ModelMetricClaimedVerifiedStatus
1SimpleBaselineAverage MPJPE (mm)83.4Unverified
2SHN + SimpleBaselineAverage MPJPE (mm)64.3Unverified
3Resnet50Average MPJPE (mm)63.1Unverified
4CPN + JointformerAverage MPJPE (mm)56.9Unverified
5CanonPoseAverage MPJPE (mm)56.2Unverified
6JointformerAverage MPJPE (mm)53.5Unverified
7CanonPose + 3D supervisionAverage MPJPE (mm)47.4Unverified
8Large SimpleBaselineAverage MPJPE (mm)44.8Unverified
93D-LFMAverage MPJPE (mm)28.22Unverified
10SemGANAverage MPJPE (mm)27.77Unverified
#ModelMetricClaimedVerifiedStatus
1ExtPose*PCK@0.05 (New Days) All59.6Unverified
2HaMeR*PCK@0.05 (New Days) All51.6Unverified
3MaskHandPCK@0.05 (New Days) All48.7Unverified
4HambaPCK@0.05 (New Days) All48.7Unverified
5HaMeRPCK@0.05 (New Days) All48Unverified
6MeshGraphormerPCK@0.05 (New Days) All16.8Unverified
7FrankMocapPCK@0.05 (New Days) All16.1Unverified
8METROPCK@0.05 (New Days) All14.7Unverified
9HandOccNet (no param)PCK@0.05 (New Days) All13.7Unverified
10HandOccNet (param)PCK@0.05 (New Days) All9.1Unverified
#ModelMetricClaimedVerifiedStatus
1S2HANDPA-MPJPE11.5Unverified
2KPT-TransformerPA-MPJPE10.9Unverified
3ArtiBoostPA-MPJPE10.8Unverified
4Yu et al.PA-MPJPE10.8Unverified
5HMPPA-MPJPE10.1Unverified
6AMVURPA-MPJPE8.7Unverified
7MaskHandPA-MPJPE7Unverified
8HambaPA-MPJPE6.9Unverified
#ModelMetricClaimedVerifiedStatus
1Epipolar TransformersMPJPE4.91Unverified