Model

ReliaGate

code release

PPGIMUEDATempOpen codeWeights: not released
UnconfirmedCatalog paper date: Not reportedAdded to atlas: Oct 19, 2026

Activity counts measure attention, not model quality. Missing counts are unknown. Publication status follows the linked source; a listed venue alone does not confirm peer review.

License
MIT
Signals
PPG, IMU, EDA, Temp
At a glance
Type
Task model
Modalities
PPGIMUEDATemp
Form factor
Not reported
Parameters
Not reported
Architecture
Not reported
Venue
Not reported
Year
Not reported
arXiv
Not reported
DOI
Not reported
Weights
Not released
Caveats
Not reported
Added
Oct 19, 2026
Updated
Oct 19, 2026

Original description

Authenticated aggregate-only reproduction and provenance code for the paper accepted at WellComp 2026.

Jaden Moon, Yvonne Wu, Arvind Pillai, and Andrew T. Campbell. 2026. ReliaGate: Reliability Routing for Low-Stakes Wearable Stress Prediction. The 9th Workshop on Computing for Well-being (WellComp 2026), ACM UbiComp/ISWC 2026.

A locked upstream model emits a protocol-defined stress/non-stress label. ReliaGate estimates whether that fixed label is likely to be correct and either surfaces it unchanged or withholds it. Routing changes availability, not the predicted class.

Verbatim fromGitHub· Description from the repository README; licence: MIT

ReliaGate: ChatPPG research summary card

How it works

How ReliaGate works: Input signals → Model → Downstream tasksInput signals: PPG (Photoplethysmogram); IMU (Accelerometer, 3-axis); EDA (Electrodermal activity); Temperature (Skin temperature). Datasets: WESAD, UBFC-Phys, EmpaticaE4Stress (workplace cognitive stress). Model: ReliaGate.Input signalsPPG: PhotoplethysmogramPPGPhotoplethysmogramIMU: Accelerometer, 3-axisxyzIMUAccelerometer, 3-axisEDA: Electrodermal activityEDAElectrodermal activityTemperature: Skin temperatureTemperatureSkin temperatureDatasets: WESAD, UBFC-Phys, EmpaticaE4Stress (workplace cognitive stress)DatasetsWESAD, UBFC-Phys +1 moreModelReliaGate

Datasets linked in the hub; pretraining vs evaluation roles follow the paper.

Inputs
PPG, IMU, EDA, Temp
Approach
code release · no weights

Devices· 2

Full photo credits and licences are on each device page. An icon means we have no openly licensed or manufacturer-cleared photo of that exact device yet.

Datasets· 3

Papers· 1

Authors· 4

Cite

APA

ReliaGate. (n.d.).

BibTeX

@misc{reliagatereliagate,
  title         = {{ReliaGate}}
}

Built from the hub record. Check it against the publisher before submitting.

History

  1. Added to the ChatPPG research hub