SOTAVerified

3D Hand Pose Estimation

Papers

Showing 51100 of 178 papers

TitleStatusHype
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event StreamCode1
HOnnotate: A method for 3D Annotation of Hand and Object PosesCode1
HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised LearningCode1
3D Hand Shape and Pose from Images in the WildCode1
Harmonious Feature Learning for Interactive Hand-Object Pose EstimationCode1
Extract-and-Adaptation Network for 3D Interacting Hand Mesh RecoveryCode1
HandTailor: Towards High-Precision Monocular 3D Hand RecoveryCode1
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose EstimationCode1
3D-LFM: Lifting Foundation ModelCode1
Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB VideosCode1
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
Hand Image Understanding via Deep Multi-Task LearningCode1
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand SkeletonCode1
H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh ReconstructionCode1
HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point CloudCode1
HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose EstimationCode1
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object InteractionsCode1
Learning joint reconstruction of hands and manipulated objectsCode0
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent SpaceCode0
Convolutional Mesh Regression for Single-Image Human Shape ReconstructionCode0
DeepPrior++: Improving Fast and Accurate 3D Hand Pose EstimationCode0
Dense 3D Regression for Hand Pose EstimationCode0
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future GoalsCode0
End-to-end Hand Mesh Recovery from a Monocular RGB ImageCode0
End-to-end Recovery of Human Shape and PoseCode0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose AnnotationsCode0
HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose EstimationCode0
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkCode0
HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural NetworkCode0
Learning to Estimate 3D Hand Pose from Single RGB ImagesCode0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh EstimationCode0
MURAUER: Mapping Unlabeled Real Data for Label AUstERityCode0
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose EstimationCode0
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable DecoderCode0
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in TimeCode0
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal ImagesCode0
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth MapCode0
Feature Boosting Network For 3D Pose Estimation0
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation0
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks0
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs0
HARP: Personalized Hand Reconstruction from a Monocular RGB Video0
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos0
HBE: Hand Branch Ensemble Network for Real-time 3D Hand Pose Estimation0
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models0
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion0
HMP: Hand Motion Priors for Pose and Shape Estimation from Video0
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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
5H2ONetAverage MPJPE (mm)14Unverified
6HandOccNetAverage 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
3HambaPCK@0.05 (New Days) All48.7Unverified
4MaskHandPCK@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