SOTAVerified

3D Hand Pose Estimation

Papers

Showing 151–175 of 178 papers

TitleStatusHype
SemiHand: Semi-Supervised Hand Pose Estimation With Consistency—0
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects—0
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation—0
SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation—0
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
Silhouette-Net: 3D Hand Pose Estimation from Silhouettes—0
Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB—0
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation—0
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning—0
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling—0
The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation—0
3D Hand Pose Estimation in Everyday Egocentric Images—0
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction—0
Towards Good Practices for Deep 3D Hand Pose Estimation—0
3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario—0
Transformer-based Global 3D Hand Pose Estimation in Two Hands Manipulating Objects Scenarios—0
Hand3D: Hand Pose Estimation using 3D Neural Network—0
3D Hand Pose Estimation via Regularized Graph Representation Learning—0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments—0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points—0
HandOS: 3D Hand Reconstruction in One Stage—0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation—0
Hand Pose Estimation in the Task of Egocentric Actions—0
Hand Pose Estimation via Latent 2.5D Heatmap Regression—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