OpenCodePapers

human-pose-forecasting-on-amass

Pose EstimationHuman Pose Forecasting
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PaperCodeAverage MPJPE (mm) 1000 msecFDE@1000ms (mm)FDE@560ms (mm)FDE@720ms (mm)FDE@880ms (mm)ADEFDEAPDAPDEModelNameReleaseDate
Space-Time-Separable Graph Convolutional Network for Pose Forecasting✓ Link45.5STS-GCN2021-10-09
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction✓ Link65.3GCNext2023-12-19
Towards Accurate Human Motion Prediction via Iterative Refinement65.4Sun et al.2023-05-08
Back to MLP: A Simple Baseline for Human Motion Prediction✓ Link65.7siMLPe2022-07-04
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations91.7AnyPose12023-09-09
A generic diffusion-based approach for 3D human pose prediction in the wild✓ Link66.749.854.560.1TCD2022-10-11
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction✓ Link0.5080.5688.853TransFusion2023-07-30
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction✓ Link0.5130.5609.3761.977BeLFusion2022-11-25
Generating Smooth Pose Sequences for Diverse Human Motion Prediction✓ Link0.5630.61312.465GSPS2021-08-19
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction✓ Link0.5900.61213.170Dlow2020-03-18
The Pose Knows: Video Forecasting by Generating Pose Futures✓ Link0.6560.6759.283ThePoseKnows2017-04-28
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