SOTAVerified

3D Hand Pose Estimation

Papers

Showing 51100 of 178 papers

TitleStatusHype
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImageCode1
Model-based 3D Hand Reconstruction via Self-Supervised LearningCode1
Collaborative Regression of Expressive Bodies using ModerationCode1
PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive LearningCode1
3D-LFM: Lifting Foundation ModelCode1
Extract-and-Adaptation Network for 3D Interacting Hand Mesh RecoveryCode1
Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose EstimationCode1
Active Learning for Bayesian 3D Hand Pose EstimationCode1
Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB ImageCode1
Monocular 3D Hand Pose Estimation with Implicit Camera AlignmentCode1
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the WildCode1
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with TransformersCode1
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB ImageCode1
H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh ReconstructionCode1
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and SynthesisCode1
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
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images0
3D Hand Pose Estimation in Everyday Egocentric Images0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points0
3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario0
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation0
Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB0
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks0
Aligning Latent Spaces for 3D Hand Pose Estimation0
American Sign Language Alphabet Recognition using Deep Learning0
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting0
Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images0
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations0
Cascaded Hand Pose Regression0
CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting0
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis0
Cross-Domain 3D Hand Pose Estimation With Dual Modalities0
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation0
Denoising Diffusion for 3D Hand Pose Estimation from Images0
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics0
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation0
Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation0
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey0
End-to-End 3D Hand Pose Estimation from Stereo Cameras0
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision0
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs0
Feature Boosting Network For 3D Pose Estimation0
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images0
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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