EarSet

multi-modal in-ear green/red/IR PPG + IMU

PPGECGIMURespDOI

Key facts

Signals: ppg, ecg, accel, gyro, resp
Reference Labels: ecg
Devices: zephyr-bioharness
Sampling Rates: in-ear PPG+IMU 100 Hz (paper/Zenodo); Zephyr ECG/HR/BR reference
Subjects: 30
License: CC BY 4.0 (Zenodo API license.id=cc-by-4.0, record 8142332)

Used by

Models

Papers

pulselm-ppg-text-qa-2026 msma-ppg-selected-wavelength-moe-iclr2027-sub

Leaderboards

Heart rate estimation

Mean absolute HR error (BPM) ↓

Updated: Oct 5, 2026