SOTAVerified

3D Hand Pose Estimation

Papers

Showing 5175 of 178 papers

TitleStatusHype
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
Mesh GraphormerCode1
HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose EstimationCode1
Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body DynamicsCode1
Epipolar TransformersCode1
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event StreamCode1
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImageCode1
Model-based 3D Hand Reconstruction via Self-Supervised LearningCode1
3D Hand Shape and Pose Estimation from a Single RGB ImageCode1
Multi-View Video-Based 3D Hand Pose EstimationCode1
Extract-and-Adaptation Network for 3D Interacting Hand Mesh RecoveryCode1
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object InteractionsCode1
Harmonious Feature Learning for Interactive Hand-Object Pose EstimationCode1
PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive LearningCode1
1st Place Solution of Egocentric 3D Hand Pose Estimation Challenge 2023 Technical Report:A Concise Pipeline for Egocentric Hand Pose ReconstructionCode1
Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose EstimationCode1
Collaborative Regression of Expressive Bodies using ModerationCode1
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose EstimationCode0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
MURAUER: Mapping Unlabeled Real Data for Label AUstERityCode0
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable DecoderCode0
End-to-end Recovery of Human Shape and PoseCode0
End-to-end Hand Mesh Recovery from a Monocular RGB ImageCode0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent SpaceCode0
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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