Heart rate estimation leaderboard
WildPPG: MAE (BPM)
1 reported result for heart rate estimation on WildPPG, ranked by MAE (BPM). Every row cites its source publication.
This page ranks every result ChatPPG has recorded for heart rate estimation on WildPPG, measured by Mean absolute HR error (BPM) (lower is better). Each number is copied from the publication cited in its row, and ranks apply only within this dataset and metric.
Only one result has been reported on this dataset and metric so far, so this is a reference point rather than a multi-method comparison.
| Rank | Method & evaluation | Mean absolute HR error (BPM)↓ Lower is better |
|---|---|---|
| 1 | PPG-Bench PPG-Bench: A Unified Benchmark for PPG Foundation Models Evaluation detailsPPG-Bench linear probe; AnyPPG; subject-disjoint 5-fold Reported as of: 2026-10-12 | 9.76 |
Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-10-12.
About the dataset
- Subjects
- 16
- Signals
- ppg, ecg, accel, skin-temp, baro
- Licence
- Not stated
Sources on this board
Related leaderboards
Heart rate estimation on other datasets
- PPG-DaLiA: MAE (BPM) (11)
- IEEE Signal Processing Cup 2015 (TROIKA): MAE (BPM) (2)
- WESAD: MAE (BPM) (2)
- bilateral-sports-30: MAE (BPM) (1)
- Brno University of Technology Smartphone PPG Database (BUT PPG): MAE (BPM) (1)
- EarSet: MAE (BPM) (1)
- Gyro-Acc-PPG (BAMI-I, Wonkwang): MAE (BPM) (1)
- ppg-bp: MAE (BPM) (1)
- PPG-DaLiA: exact match (1)
Data and submissions
Download every leaderboard as JSON or CSV. Missing a published result? Email hello@chatppg.com with the paper link and the exact table it comes from.
Cite this
Cite the page URL and the date you accessed it. Please also cite the original publications listed above.
APA
ChatPPG. (2026). WildPPG MAE (BPM) leaderboard: heart rate estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/hr-estimation/wildppg-mae-bpm
BibTeX
@misc{chatppg_hr_estimation_wildppg_mae_bpm,
author = {{ChatPPG}},
title = {{WildPPG MAE (BPM) leaderboard: heart rate estimation}},
year = {2026},
month = oct,
howpublished = {\url{https://chatppg.com/research/leaderboards/hr-estimation/wildppg-mae-bpm}},
note = {ChatPPG Research Hub}
}CITATION.cff
cff-version: 1.2.0 message: "If you use this resource, please cite it as below." type: dataset title: "WildPPG MAE (BPM) leaderboard: heart rate estimation" authors: - name: "ChatPPG" url: "https://chatppg.com/research/leaderboards/hr-estimation/wildppg-mae-bpm" date-released: "2026-10-16"