ResearchTasksPolarization detectionPolarization detectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSemEval Task 9 2026 (test)language-adaptive modeling framework88.92Macro-F117May 7, 2026SemEval Task 9 Subtask 1 2026 (dev)Vanilla RemBERT80.4POL Performance8Jun 23, 2026POLAR English (dev)SFT + DPO78.93F1 Score4Apr 14, 2026SemEval Task 9 Subtask 1 2026 (test)LaBSE0.9NEP Score1Jun 23, 2026