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Papers Benchmarks Datasets Tasks

Multi-label emotion classification research benchmarks · SOTA2 Research

Multi-label emotion classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SemEval Task 1:E-c 2018 (test)

57.8Macro F1

53

Feb 26, 2026

ROCStories Plutchik emotion labels (test)

LEAM w/ BERT Features

67.29Precision

11

Feb 26, 2026

Arabic dataset (test)

54.88F1-Macro

10

Feb 26, 2026

DepressionEmo (test)

77.23M-F1

6

Feb 26, 2026

Twitter 64 emojis (test)

34.4Accuracy

4

Feb 26, 2026

Popular datasets

SemEval Twitter ROCStories Arabic dataset DepressionEmo

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