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Emotion recognition (valence/arousal) leaderboard

CEAP-360VR: accuracy

1 reported result for emotion recognition (valence/arousal) on CEAP-360VR, ranked by accuracy. Every row cites its source publication.

Last updated

This page ranks every result ChatPPG has recorded for emotion recognition (valence/arousal) on CEAP-360VR, 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.

Emotion recognition (valence/arousal): CEAP-360VR, Accuracy. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationAccuracy↑ Higher is better
1CEAP-360VR

CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360° VR Videos

Evaluation details

Random Forest, 2 s segments, physiological features only (E4 EDA, IBI, HR, SKT, BVP), subject-independent LOSO (Table IV); weighted F1 0.6126

Label set: binary low/high valence (continuous annotation)

Reported as of: 2026-10-30

0.6569

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-10-30.

About the dataset

Licence: Not stated

Sources on this board

Related leaderboards

Emotion recognition (valence/arousal) 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, CEAP-360VR accuracy leaderboard: emotion recognition (valence/arousal), https://chatppg.com/research/leaderboards/emotion/ceap-360vr-accuracy (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/emotion/ceap-360vr-accuracy">ChatPPG, CEAP-360VR accuracy leaderboard: emotion recognition (valence/arousal)</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). CEAP-360VR accuracy leaderboard: emotion recognition (valence/arousal) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/emotion/ceap-360vr-accuracy

BibTeX
@misc{chatppg_emotion_ceap_360vr_accuracy,
  author       = {{ChatPPG}},
  title        = {{CEAP-360VR accuracy leaderboard: emotion recognition (valence/arousal)}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/emotion/ceap-360vr-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: "CEAP-360VR accuracy leaderboard: emotion recognition (valence/arousal)"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/emotion/ceap-360vr-accuracy"
date-released: "2026-11-02"