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HiPHI: A Large-Scale Benchmark for High-Precision Human Motion and Object Interaction

Confirmed
Confidence
90%
Impact: 80%
Updated 6d ago

Consensus Brief

The HiPHI dataset is a new large-scale motion capture dataset designed to enhance humanoid robot learning by providing high-precision data that existing sources lack. It includes 617.5 hours of whole-body human motion data, with 245.7 hours dedicated to human-object interactions, captured at sub-millimeter accuracy. The dataset utilizes FrameNet to systematically cover a wide range of motions and introduces a benchmark suite for evaluating motion diversity.

Sourced from
IEEE SpectrumT2IEEE SpectrumT2IEEE SpectrumT2IEEE SpectrumT2+29 more

What Changed Since Last Update

6d ago

New corroborating source added: IEEE Spectrum published an update on Mon, 12 Oc ("Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots").

Claim Ledger

3 claims tracked across sources

Confirmed Fact

HiPHI includes 617.5 hours of whole-body human motion data captured with optical motion capture at sub-millimeter accuracy.

Confirmed Fact

The dataset contains 245.7 hours of human-object interaction with synchronized object trajectories and meshes.

Official Claim

Reinforcement learning policies trained on this motion capture data improve with scale and can be transferred to a physical humanoid robot.

Role-Based Impact Analysis

Source Timeline

30 sources corroborating

T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12
T2
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
IEEE Spectrum·Oct 12