ChatPPG.
Join free

Panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery) leaderboard

WESAD: accuracy (Binary stress, wrist BVP)

1 reported result for panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery) on WESAD (Binary stress, wrist BVP), ranked by…

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 panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery) on WESAD, measured by Accuracy (higher is better). Each number is copied from the publication cited in its row, and ranks apply only within this dataset and metric and this protocol group.

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.

Evaluation protocol: WESAD binary stress vs non-stress (wrist)

Panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery): WESAD, Accuracy. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationAccuracy↑ Higher is better
—Schmidt 2018 LDA
Evaluation details · caveat

Site: wrist (E4)

Not ranked: Eval-only dataset.

0.8583 (F1 0.8308)

Rows are ranked only within this task × dataset × metric and one protocol group. Protocols can still differ in detail; read each method's evaluation details before comparing.

About the dataset

Licence: Scientific, non-commercial use with credit to the owners

Sources on this board

Related leaderboards

Other metrics on WESAD

Show 4 more leaderboards

Panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery) on other datasets

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, WESAD accuracy leaderboard (Binary stress, wrist BVP): panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery), https://chatppg.com/research/leaderboards/panic-sympathetic-arousal/wesad-accuracy-binary-stress-wrist-bvp (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/panic-sympathetic-arousal/wesad-accuracy-binary-stress-wrist-bvp">ChatPPG, WESAD accuracy leaderboard (Binary stress, wrist BVP): panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery)</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). WESAD accuracy leaderboard (Binary stress, wrist BVP): panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/panic-sympathetic-arousal/wesad-accuracy-binary-stress-wrist-bvp

BibTeX
@misc{chatppg_panic_sympathetic_arousal_wesad_accuracy_binary_stress_wrist_bvp,
  author       = {{ChatPPG}},
  title        = {{WESAD accuracy leaderboard (Binary stress, wrist BVP): panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery)}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/panic-sympathetic-arousal/wesad-accuracy-binary-stress-wrist-bvp}},
  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: "WESAD accuracy leaderboard (Binary stress, wrist BVP): panic attacks and sympathetic arousal (detection, forecasting, continuous level, recovery)"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/panic-sympathetic-arousal/wesad-accuracy-binary-stress-wrist-bvp"
date-released: "2026-11-05"