SOTAVerified

3D Hand Pose Estimation

Papers

Showing 126–150 of 178 papers

TitleStatusHype
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis—0
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution—0
Monocular Real-time Full Body Capture with Inter-part Correlations—0
CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting—0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images—0
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images—0
Neural Voting Field for Camera-Space 3D Hand Pose Estimation—0
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation—0
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning—0
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints—0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation—0
Cascaded Hand Pose Regression—0
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations—0
Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images—0
Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild—0
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training—0
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images—0
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs—0
Robust Hand Pose Estimation During the Interaction With an Unknown Object—0
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation—0
American Sign Language Alphabet Recognition using Deep Learning—0
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting—0
Aligning Latent Spaces for 3D Hand Pose Estimation—0
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Benchmark Results

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