SOTAVerified

3D Pose Estimation

Papers

Showing 5175 of 379 papers

TitleStatusHype
Epipolar TransformersCode1
Attention-Propagation Network for Egocentric Heatmap to 3D Pose LiftingCode1
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose EstimationCode1
MEEV: Body Mesh Estimation On Egocentric VideoCode1
Dual networks based 3D Multi-Person Pose Estimation from Monocular VideoCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-TrainingCode1
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View GeometryCode1
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose EstimationCode1
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D PoseCode1
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion EstimationCode1
Direct Multi-view Multi-person 3D Pose EstimationCode1
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationCode1
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose EstimationCode1
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
Body Meshes as PointsCode1
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesCode1
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette LossCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
DiffPose: Toward More Reliable 3D Pose EstimationCode1
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wildCode1
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose EstimationCode1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
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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