# Stress Recognition on StressID Source: [Stress Recognition on StressID]() Collection index: [llms.txt]() Data updated: 2026-03-11T06:42:23.755Z Evaluation of models for Stress Recognition using the StressID dataset, reporting performance across 10 specific sub-categories (Sub-1 through Sub-10) and an overall Average score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Stress Recognition | | Dataset (including any stated split) | StressID | | Metric | Sub-1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Sub-1 Score](): Higher is better; unit: PERCENT. - [Sub-2 Score](): Higher is better; unit: PERCENT. - [Sub-3 Score](): Higher is better; unit: PERCENT. - [Sub-4 Score](): Higher is better; unit: PERCENT. - [Sub-5 Score](): Higher is better; unit: PERCENT. - [Sub-6 Score](): Higher is better; unit: PERCENT. - [Sub-7 Score](): Higher is better; unit: PERCENT. - [Sub-8 Score](): Higher is better; unit: PERCENT. - [Sub-9 Score](): Higher is better; unit: PERCENT. - [Sub-10 Score](): Higher is better; unit: PERCENT. - [Overall Average Score](): Higher is better; unit: PERCENT. - [Sub-1 F1 Score](): Higher is better; unit: PERCENT. - [Sub-2 F1 Score](): Higher is better; unit: PERCENT. - [Sub-3 F1 Score](): Higher is better; unit: PERCENT. - [Sub-4 F1 Score](): Higher is better; unit: PERCENT. - [Sub-5 F1 Score](): Higher is better; unit: PERCENT. - [Sub-6 F1 Score](): Higher is better; unit: PERCENT. - [Sub-7 F1 Score](): Higher is better; unit: PERCENT. - [Sub-8 F1 Score](): Higher is better; unit: PERCENT. - [Sub-9 F1 Score](): Higher is better; unit: PERCENT. - [Sub-10 F1 Score](): Higher is better; unit: PERCENT. - [Overall Average F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Sub-1 Score | Result date | Report paper | | --- | --- | --- | --- | | Fine-Tuning | 98.89 | Not recorded | 68fa7aa91e209131cea8475a | | SFDA-PFT | 78.33 | Not recorded | 68fa7aa91e209131cea8475a | | DSFDA | 73.47 | Not recorded | 68fa7aa91e209131cea8475a | | SFDA-IT | 73.47 | Not recorded | 68fa7aa91e209131cea8475a | | SFIT | 70.41 | Not recorded | 68fa7aa91e209131cea8475a | | NRC | 69.03 | Not recorded | 68fa7aa91e209131cea8475a | | SHOT | 68.33 | Not recorded | 68fa7aa91e209131cea8475a | | TPDS | 65.56 | Not recorded | 68fa7aa91e209131cea8475a | | Source model (no adaptation) | 38.96 | Not recorded | 68fa7aa91e209131cea8475a | ### Fine-Tuning Sub-1 Score: 98.89. Result ID: 69b10d1e6dbb7075b95abe0a. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Oracle","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### SFDA-PFT Sub-1 Score: 78.33. Result ID: 69b10d1e6dbb7075b95abe09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### DSFDA Sub-1 Score: 73.47. Result ID: 69b10d1e6dbb7075b95abe06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### SFDA-IT Sub-1 Score: 73.47. Result ID: 69b10d1e6dbb7075b95abe08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### SFIT Sub-1 Score: 70.41. Result ID: 69b10d1e6dbb7075b95abe07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### NRC Sub-1 Score: 69.03. Result ID: 69b10d1e6dbb7075b95abe04. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### SHOT Sub-1 Score: 68.33. Result ID: 69b10d1e6dbb7075b95abe03. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### TPDS Sub-1 Score: 65.56. Result ID: 69b10d1e6dbb7075b95abe05. [Reporting paper]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### Source model (no adaptation) Sub-1 Score: 38.96. Result ID: 69b10d1e6dbb7075b95abe02. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Source-only","Backbone":"ResNet-18"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.