MPMRD

Multi-Pace Multimodal Running Dataset (Huawei GT Runner watch + Polar Verity Sense + COSMED K5 + VICON)

HRWrist-wornDOI

Key facts

Signals
hr
Reference Labels
vo2-metabolic, gait-kinematics, gait-kinetics
Devices
huawei-watch-gt-runner, polar-verity-sense
Subjects
30 (8 F / 22 M healthy runners)

Summary

Treadmill running from 30 healthy runners (8 female, 22 male). Each did five incremental relative-pace trials prescribed from individual VDOT, about 3 min per pace. Synchronized: VICON optical motion capture, COSMED PLUTO instrumented treadmill (kinetics), COSMED K5 portable metabolic analyzer, Polar Verity Sense optical HR sensor, HUAWEI GT Runner smartwatch, and Stryd Duo foot pods.

Updated: Oct 7, 2026