ResearchTasksMulti-label emotion classificationMulti-label emotion classificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSemEval Task 1:E-c 2018 (test)SpanEmo57.8Macro F153Feb 26, 2026ROCStories Plutchik emotion labels (test)LEAM w/ BERT Features67.29Precision11Feb 26, 2026Arabic dataset (test)SLCL54.88F1-Macro10Feb 26, 2026DepressionEmo (test)APOLO77.23M-F16Feb 26, 2026Twitter 64 emojis (test)TRS-GCN34.4Accuracy4Feb 26, 2026