# POLITICAL Source: [POLITICAL]() Collection index: [llms.txt]() 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. ## Benchmarks Page 1 of 1. This is an index page, not the full collection. - [Information Retrieval on Academic Search Political Science](): Information Retrieval; Academic Search Political Science. - [Political Position Ranking on Political Judgements (P\_1,1) High-Confidence 1.0](): Political Position Ranking; Political Judgements (P\_1,1) High-Confidence 1.0. - [Political Position Ranking on Political Judgements P Full Distribution 1.0](): Political Position Ranking; Political Judgements P Full Distribution 1.0. - [Voting Rule Evaluation on Synthetic Political Topics Electoral College](): Voting Rule Evaluation; Synthetic Political Topics Electoral College. - [Text Style Transfer on POLITICAL (test)](): Text Style Transfer; POLITICAL (test). - [Language Modeling on Political debates (held-out)](): Language Modeling; Political debates (held-out). - [Open-ended generation on Political Leaning (Pol.) 500-sample (test)](): Open-ended generation; Political Leaning (Pol.) 500-sample (test). - [Voting Rule Evaluation on Synthetic Political Topics Trust in Institutions](): Voting Rule Evaluation; Synthetic Political Topics Trust in Institutions. - [Voting Rule Evaluation on Synthetic Political Topics Environment](): Voting Rule Evaluation; Synthetic Political Topics Environment. - [Voting Rule Evaluation on Synthetic Political Topics Policing](): Voting Rule Evaluation; Synthetic Political Topics Policing. - [Voting Rule Evaluation on Synthetic Political Topics Healthcare](): Voting Rule Evaluation; Synthetic Political Topics Healthcare. - [Voting Rule Evaluation on Synthetic Political Topics Abortion](): Voting Rule Evaluation; Synthetic Political Topics Abortion. - [Political Bias Assessment on 600 non-financial political prompts](): Political Bias Assessment; 600 non-financial political prompts. - [Geopolitical Prediction on Geopolitical Prediction 60-month horizon 1.0](): Geopolitical Prediction; Geopolitical Prediction 60-month horizon 1.0. - [Geopolitical Prediction on Geopolitical Prediction 36-month temporal horizon 1.0](): Geopolitical Prediction; Geopolitical Prediction 36-month temporal horizon 1.0. - [Geopolitical Prediction 24-month temporal horizon 1.0](): Geopolitical Prediction; Geopolitical Prediction 24-month temporal horizon 1.0. - [Geopolitical Prediction on Geopolitical Prediction 12-month temporal horizon 1.0](): Geopolitical Prediction; Geopolitical Prediction 12-month temporal horizon 1.0. - [Classification on Crowdflower political message (test)](): Classification; Crowdflower political message (test). - [Classification on Crowdflower political bias (test)](): Classification; Crowdflower political bias (test). - [Classification on Crowdflower political audience (test)](): Classification; Crowdflower political audience (test). - [Classification on PVPS Primary political axes (test)](): Classification; PVPS Primary political axes (test). - [Stance Detection on 200 Dutch political tweets LISS-annotated (test)](): Stance Detection; 200 Dutch political tweets LISS-annotated (test). - [Geopolitical Prediction on Geopolitical Prediction Overall 1.0 (aggregated)](): Geopolitical Prediction; Geopolitical Prediction Overall 1.0 (aggregated). - [Party Classification on Primary Political Axes (test)](): Party Classification; Primary Political Axes (test). - [Multi-concept Joint Erasure on Multi-sensitive concepts Political Elements + Nude](): Multi-concept Joint Erasure; Multi-sensitive concepts Political Elements + Nude. - [Event-based political forecasting on Political pattern analysis](): Event-based political forecasting; Political pattern analysis. - [Safety Classification on Safety Evaluation Scenarios Political Lobbying](): Safety Classification; Safety Evaluation Scenarios Political Lobbying. - [Text Generation on Obama political speech corpus (test)](): Text Generation; Obama political speech corpus (test). - [Ideology Classification on Primary Political Axes (test)](): Ideology Classification; Primary Political Axes (test). - [Misuse Detection on Reasoning Shield Political Risk (external)](): Misuse Detection; Reasoning Shield Political Risk (external). - [Political Information Extraction on General Political Text](): Political Information Extraction; General Political Text.