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Human Pose Forecasting On Humaneva I

Metrics

ADE@2000ms
APD@2000ms
FDE@2000ms
MMADE@2000ms
MMFDE@2000ms

Results

Performance results of various models on this benchmark

Paper TitleRepository
HP-GAN7721139749--HP-GAN: Probabilistic 3D human motion prediction via GAN
MT-VAE34521403--MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
GMVAE3052443345--Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
DSF2734538290--Diverse Trajectory Forecasting with Determinantal Point Processes-
BoM2712846279--Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective
Pose-Knows2692308296--The Pose Knows: Video Forecasting by Generating Pose Futures
GSPS2335825244--Generating Smooth Pose Sequences for Diverse Human Motion Prediction
DHMP2206109234342316Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space
STARS2176031241328321Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors
TransFusion2041031234408427TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction
TCD1996764215--A generic diffusion-based approach for 3D human pose prediction in the wild
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Human Pose Forecasting On Humaneva I | SOTA | HyperAI