SOTAVerified

3D Pose Estimation

Papers

Showing 5175 of 379 papers

TitleStatusHype
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
Attention-Propagation Network for Egocentric Heatmap to 3D Pose LiftingCode1
Exploring intermediate representation for monocular vehicle pose estimationCode1
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth SupervisionCode1
Deep Learning-Based Human Pose Estimation: A SurveyCode1
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
Direct Multi-view Multi-person 3D Pose EstimationCode1
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic ProjectionCode1
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion EstimationCode1
Epipolar TransformersCode1
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesCode1
Body Meshes as PointsCode1
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View ImagesCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Graph Neural Networks for Cross-Camera Data AssociationCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
DiffPose: Toward More Reliable 3D Pose EstimationCode1
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose EstimationCode1
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in VideosCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8Unverified
4TesseTrackAverage MPJPE (mm)18.7Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8Unverified
2BlazePose FullPCK@0.284.1Unverified
3BlazePose LitePCK@0.279.6Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5Unverified
2OpenPose (body only)PCK@0.283.4Unverified
3BlazePose LitePCK@0.277.6Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78Unverified