SOTAVerified

3D Hand Pose Estimation

Papers

Showing 51–75 of 178 papers

TitleStatusHype
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event StreamCode1
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh EstimationCode1
Active Learning for Bayesian 3D Hand Pose EstimationCode1
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB ImageCode1
Monocular Expressive Body Regression through Body-Driven AttentionCode1
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human PoseCode1
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB ImageCode1
Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body DynamicsCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth ImageCode1
Epipolar TransformersCode1
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the WildCode1
HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose EstimationCode1
HOnnotate: A method for 3D Annotation of Hand and Object PosesCode1
3D Hand Shape and Pose Estimation from a Single RGB ImageCode1
3D Hand Shape and Pose from Images in the WildCode1
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation—0
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
MMHMR: Generative Masked Modeling for Hand Mesh Recovery—0
HandOS: 3D Hand Reconstruction in One Stage—0
Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild—0
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics—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