ResearchTasksROA PredictionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedFirm posts dataset Tmin, 5 posts thresholdRelabel2.4Partial R^224Apr 23, 2026Firm posts dataset Tmid 10 posts thresholdBERTopic0.03Partial R222Apr 23, 2026Firm posts dataset Tmax 15 posts thresholdBERTopic3.3Partial R^218Apr 23, 2026