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Atrial fibrillation detection leaderboard

external-single-lead: AUROC

1 reported result for atrial fibrillation detection on external-single-lead, ranked by AUROC. Every row cites its source publication.

Last updated

Recent changes

  1. Leaderboard added with 1 result

From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.

This page ranks every result ChatPPG has recorded for atrial fibrillation detection on external-single-lead, measured by Area under ROC (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.

AFib / arrhythmia: external-single-lead, Area under ROC. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationArea under ROC↑ Higher is better
1ECGFounder
Evaluation details · open weights

External single-lead AF

Weights: open (true (MIT))

0.957

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

Sources on this board

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Data and submissions

Downloads of every leaderboard (JSON and CSV) are free for members. Sign in to download.Missing a published result? Email hello@chatppg.com with the paper link and the exact table it comes from.

Cite or reuse this

CC BY 4.0ChatPPG compiled this data. You can copy, adapt and republish it, including in articles, slides, papers and AI tools, as long as you credit ChatPPG and link to this page. Please also cite the original studies for any number you use.

Attribution

Source: ChatPPG, external-single-lead AUROC leaderboard: atrial fibrillation detection, https://chatppg.com/research/leaderboards/afib/external-single-lead-auroc (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/afib/external-single-lead-auroc">ChatPPG, external-single-lead AUROC leaderboard: atrial fibrillation detection</a> (<a href="https://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0</a>)

Cite the page URL and the date you accessed it. Please also cite the original publications listed above.

APA

ChatPPG. (2026). external-single-lead AUROC leaderboard: atrial fibrillation detection [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/afib/external-single-lead-auroc

BibTeX
@misc{chatppg_afib_external_single_lead_auroc,
  author       = {{ChatPPG}},
  title        = {{external-single-lead AUROC leaderboard: atrial fibrillation detection}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/afib/external-single-lead-auroc}},
  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: "external-single-lead AUROC leaderboard: atrial fibrillation detection"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/afib/external-single-lead-auroc"
date-released: "2026-11-05"