# Classification on PVPS Cross-party axes (test) Source: [Classification on PVPS Cross-party axes (test)]() Collection index: [llms.txt]() Data updated: 2026-05-13T06:33:21.741Z Evaluation of Classification performance on the test split of the PVPS Cross-party axes dataset, reporting metrics for Group A and Group B performance. 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) | PVPS Cross-party axes (test) | | Metric | Group A Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 | 83.6 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 83.2 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 82.6 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 82.5 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 81.8 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 80.9 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 80.6 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 79.5 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 79.4 | Not recorded | 6a040577dbc836b87d827430 | | PVPS classifier | 78.1 | Not recorded | 6a040577dbc836b87d827430 | ### PVPS classifier Group A Accuracy: 83.6. Result ID: 6a041af447f34ce924e96481. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"LowInc Dem vs HighInc Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 83.2. Result ID: 6a041af447f34ce924e96487. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Male Dem vs Female Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 82.6. Result ID: 6a041af447f34ce924e96485. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"HighEdu Dem vs LowEdu Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 82.5. Result ID: 6a041af447f34ce924e96486. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Old Dem vs Young Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 81.8. Result ID: 6a041af447f34ce924e9647f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"HighInc Dem vs LowInc Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 80.9. Result ID: 6a041af447f34ce924e96483. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Liberal Dem vs Conserv Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 80.6. Result ID: 6a041af447f34ce924e96484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Strong Dem vs Strong Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 79.5. Result ID: 6a041af447f34ce924e96482. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Young Dem vs Old Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 79.4. Result ID: 6a041af447f34ce924e9647e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Female Dem vs Male Rep","Classifier Pipeline":"main PVPS classifier","Statistic":"medians across 10 seeds"}. This record does not assert independent reproduction. ### PVPS classifier Group A Accuracy: 78.1. Result ID: 6a041af447f34ce924e96480. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Axis":"Hisp Dem vs NonHisp Rep","Classifier Pipeline":"main PVPS classifier","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.