ResearchTasksWord Count AdherenceWord Count AdherenceFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updated180 held-out prompts Length Far OOD 8–12kPOLARIS72Length Adherence Ratio1Jun 4, 2026180 held-out prompts Length Near OOD 4–8kPOLARIS87Length Adherence Ratio1Jun 4, 2026180 Prompts Length ID 1–4k (test)POLARIS99Length Adherence Ratio1Jun 4, 2026180 held-out prompts Length AggregatePOLARIS90Length Adherence Ratio1Jun 4, 2026