SOTAVerified

3D Pose Estimation

Papers

Showing 211220 of 379 papers

TitleStatusHype
3D Human Pose Regression using Graph Convolutional NetworkCode0
Neural Monocular 3D Human Motion Capture with Physical Awareness0
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting0
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization0
Geometric Change Detection in Digital Twins using 3D Machine Learning0
On the role of depth predictions for 3D human pose estimation0
Attention Models for Point Clouds in Deep Learning: A Survey0
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing0
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions0
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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