SOTAVerified

3D Hand Pose Estimation

Papers

Showing 151178 of 178 papers

TitleStatusHype
SemiHand: Semi-Supervised Hand Pose Estimation With Consistency0
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects0
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds0
Silhouette-Net: 3D Hand Pose Estimation from Silhouettes0
Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB0
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation0
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning0
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling0
The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation0
3D Hand Pose Estimation in Everyday Egocentric Images0
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction0
Towards Good Practices for Deep 3D Hand Pose Estimation0
3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario0
Transformer-based Global 3D Hand Pose Estimation in Two Hands Manipulating Objects Scenarios0
Hand3D: Hand Pose Estimation using 3D Neural Network0
3D Hand Pose Estimation via Regularized Graph Representation Learning0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points0
HandOS: 3D Hand Reconstruction in One Stage0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation0
Hand Pose Estimation in the Task of Egocentric Actions0
Hand Pose Estimation via Latent 2.5D Heatmap Regression0
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images0
Two-hand Global 3D Pose Estimation Using Monocular RGB0
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