Atrial fibrillation detection leaderboard
Icentia11k single-lead continuous raw ECG (PhysioNet): balanced accuracy
1 reported result for atrial fibrillation detection on Icentia11k single-lead continuous raw ECG (PhysioNet), ranked by balanced accuracy. Every row cites its…
This page ranks every result ChatPPG has recorded for atrial fibrillation detection on Icentia11k single-lead continuous raw ECG (PhysioNet), measured by Balanced accuracy (HAR / class-imbalance) (higher 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 | Balanced accuracy (HAR / class-imbalance)↑ Higher is better |
|---|---|---|
| 1 | VitalAgent VitalAgent (tool-feature AF screen) Evaluation detailsSame pipeline on ECG; sens 71.9 / spec 63.6; 25 pts; only row on this axis Weights: false (code MIT, no weights) | 0.678 |
Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing.
About the dataset
Icentia11k single-lead continuous raw ECG (PhysioNet)
- Signals
- ecg
- Licence
- Not stated
Sources on this board
Related leaderboards
Atrial fibrillation detection on other datasets
- Stanford wrist PPG AF (DeepBeat): AUROC (2)
- Long-term ECG and wrist PPG with annotated AF episodes (AFPPGECG): balanced accuracy (1)
- Long-term ECG and wrist PPG with annotated AF episodes (AFPPGECG): exact match (1)
- external-single-lead-af: AUROC (1)
- liu-ppg-arrhythmia-6class: AUROC (1)
- MIMIC-III-Ext-PPG: macro-F1 (1)
- MIMIC PERform: accuracy (1)
- MIMIC PERform: exact match (1)
- ptb-xl-rhythm: AUROC (1)
- Pulsewatch: AUROC (1)
- Pulsewatch: macro-F1 (1)
- Stanford wrist PPG AF (DeepBeat): macro-F1 (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). PhysioNet balanced accuracy leaderboard: atrial fibrillation detection [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/afib/icentia11k-balanced-accuracy
BibTeX
@misc{chatppg_afib_icentia11k_balanced_accuracy,
author = {{ChatPPG}},
title = {{PhysioNet balanced accuracy leaderboard: atrial fibrillation detection}},
year = {2026},
month = oct,
howpublished = {\url{https://chatppg.com/research/leaderboards/afib/icentia11k-balanced-accuracy}},
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: "PhysioNet balanced accuracy leaderboard: atrial fibrillation detection" authors: - name: "ChatPPG" url: "https://chatppg.com/research/leaderboards/afib/icentia11k-balanced-accuracy" date-released: "2026-10-16"