WildPPG
PPGECGIMUTempbaroWrist-worn
Key facts
- Signals
- ppg, ecg, accel, skin-temp, baro
- Reference Labels
- hr, sqi, ecg
- Sampling Rates
- PPG red+green+IR 128Hz, accel 128Hz, temp, baro; sternum ECG ref
- Subjects
- 16
- License
- CC BY-NC-SA 4.0
Summary
ETH Zürich (Siplab) real-world PPG dataset — NeurIPS 2024 Datasets & Benchmarks. Four custom devices worn simultaneously at head, sternum, wrist, ankle during a full-day outdoor trip from Zurich to Jungfraujoch (up to 3,571 m elevation).
Used by
Updated: Oct 12, 2026
Related Research
- CardioState-JEPA
Foundation model
- MSMA-PPG
channel-aligned expert routing for selected-wavelength PPG
- PulseLM
Foundation model
- PhysPPG: Physics-Informed Contrastive Learning for Photoplethysmography Representation
Temporal encoder maps PPG to latent trajectories shaped jointly by a contrastive objective and a gen
- CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation
Modality-specific tokenizers feed one shared Transformer. Stage I learns masked latent prediction fr
- Heart rate estimation leaderboard
Benchmark results on WildPPG