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Heart rate estimation leaderboard

bilateral-sports-30: MAE (BPM)

1 reported result for heart rate estimation on bilateral-sports-30, ranked by MAE (BPM). Every row cites its source publication.

This page ranks every result ChatPPG has recorded for heart rate estimation on bilateral-sports-30, 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.

Heart rate estimation: bilateral-sports-30, Mean absolute HR error (BPM). Reported rankings; evaluation protocols may differ.
RankMethod & evaluationMean absolute HR error (BPM)↓ Lower is better
1Bilateral-PPG → single-wrist KD student

Bilateral-PPG → single-wrist KD student (SD4H 2026)

Evaluation details

Own 30 subj, 6 sports, ECG truth; non-dominant wrist; dominant 3.72; bilateral teacher 2.85

2.79

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing.

Sources on this board

Related leaderboards

Heart rate estimation on other datasets

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). bilateral-sports-30 MAE (BPM) leaderboard: heart rate estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/hr-estimation/bilateral-sports-30-mae-bpm

BibTeX
@misc{chatppg_hr_estimation_bilateral_sports_30_mae_bpm,
  author       = {{ChatPPG}},
  title        = {{bilateral-sports-30 MAE (BPM) leaderboard: heart rate estimation}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/hr-estimation/bilateral-sports-30-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: "bilateral-sports-30 MAE (BPM) leaderboard: heart rate estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/hr-estimation/bilateral-sports-30-mae-bpm"
date-released: "2026-10-16"