# Classification on Stack Social axes V2 (test) Source: [Classification on Stack Social axes V2 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-13T06:33:21.714Z Evaluation of Classification performance on the test split of the Stack Social axes V2 dataset, measured by Group A and Group B percentages. 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 | Classification | | Dataset (including any stated split) | Stack Social axes V2 (test) | | Metric | Group A Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Group A Accuracy](): Higher is better; unit: PERCENT. - [Group B Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Group A Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PVPS classifier | 70.5 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 67.4 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 65.3 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 63.8 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 63.3 | Not recorded | 6a040577dbc836b87d827430 | ### PVPS classifier Group A Accuracy: 70.5. Result ID: 6a041af447f34ce924e96479. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"AGE","Classifier Pipeline":"extended pipeline","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 67.4. Result ID: 6a041af447f34ce924e9647a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"GENDER","Classifier Pipeline":"extended pipeline","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 65.3. Result ID: 6a041af447f34ce924e9647b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"EDUCATION","Classifier Pipeline":"extended pipeline","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 63.8. Result ID: 6a041af447f34ce924e9647c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"HISPANIC","Classifier Pipeline":"extended pipeline","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 63.3. Result ID: 6a041af447f34ce924e9647d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"INCOME","Classifier Pipeline":"extended pipeline","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.