Atrial fibrillation detection leaderboard

PTB-XL: Class F1 for one stated class , not macro

Name: PTB-XL Class F1 for one stated class , not macro leaderboard: atrial fibrillation detection
Creator: ChatPPG
License: https://creativecommons.org/licenses/by/4.0/

1 reported result for atrial fibrillation detection on PTB-XL, ranked by Class F1 for one stated class , not macro. Every row cites its source publication.

Last updated Nov 2, 2026

This page ranks every result ChatPPG has recorded for atrial fibrillation detection on PTB-XL, measured by Class F1 for one stated class (e.g. SDB events), not macro (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: PTB-XL, Class F1 for one stated class (e.g. SDB events), not macro. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	Class F1 for one stated class (e.g. SDB events), not macro↑ Higher is better
1	LYNX-ECG Evaluation details External test with no PTB-XL training, 3 seeds ±0.002. LYNX is 2nd in the paper: ECGFounder-Scratch 0.924 is best; EfficientNet 0.916, ECGFounder-FT 0.915, ViT 0.909, DNN 0.884 Weights: not released	0.920

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

About the dataset

PTB-XL21,799 clinical 12-lead ECGs (PhysioNet)18,869 subjects · ECG

Licence: Not stated

Sources on this board

LYNX-ECGhierarchical visibility-graph GNN for auditable 12-lead ECG classificationECG2026

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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, PTB-XL Class F1 for one stated class , not macro leaderboard: atrial fibrillation detection, https://chatppg.com/research/leaderboards/afib/ptb-xl-f1 (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/afib/ptb-xl-f1">ChatPPG, PTB-XL Class F1 for one stated class , not macro 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). PTB-XL Class F1 for one stated class , not macro leaderboard: atrial fibrillation detection [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/afib/ptb-xl-f1

BibTeX

@misc{chatppg_afib_ptb_xl_f1,
  author       = {{ChatPPG}},
  title        = {{PTB-XL Class F1 for one stated class , not macro leaderboard: atrial fibrillation detection}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/afib/ptb-xl-f1}},
  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: "PTB-XL Class F1 for one stated class , not macro leaderboard: atrial fibrillation detection"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/afib/ptb-xl-f1"
date-released: "2026-11-02"