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Stress detection (acute / prolonged / affect) leaderboard

TILES-2018: accuracy

1 reported result for stress detection (acute / prolonged / affect) on TILES-2018, ranked by accuracy. Every row cites its source publication.

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  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 stress detection (acute / prolonged / affect) on TILES-2018, 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.

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.

Stress detection (acute / prolonged / affect): TILES-2018, Accuracy. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationAccuracy↑ Higher is better
1BLP
Evaluation details

185 hospital workers; daily HRV from 5-min RR segments derived from HR, 13 functionals → RFE 100 features + 17 attributes; subject-independent 5-fold CV; UAR 0.630, MCC 0.261 in body

Label set: binary daily stress (label construction per paper ref [7])

Weights: not released

Reported as of: 2026-10-19

0.631

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-10-19.

About the dataset

Licence: Not stated

Sources on this board

Related leaderboards

Stress detection (acute / prolonged / affect) on other datasets

Data and submissions

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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, TILES-2018 accuracy leaderboard: stress detection (acute / prolonged / affect), https://chatppg.com/research/leaderboards/stress/tiles-2018-accuracy (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/stress/tiles-2018-accuracy">ChatPPG, TILES-2018 accuracy leaderboard: stress detection (acute / prolonged / affect)</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). TILES-2018 accuracy leaderboard: stress detection (acute / prolonged / affect) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/stress/tiles-2018-accuracy

BibTeX
@misc{chatppg_stress_tiles_2018_accuracy,
  author       = {{ChatPPG}},
  title        = {{TILES-2018 accuracy leaderboard: stress detection (acute / prolonged / affect)}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/stress/tiles-2018-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: "TILES-2018 accuracy leaderboard: stress detection (acute / prolonged / affect)"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/stress/tiles-2018-accuracy"
date-released: "2026-10-27"