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Papers Benchmarks Datasets Tasks

Multimodal Emotion Recognition in Conversation research benchmarks · SOTA2 Research

Multimodal Emotion Recognition in Conversation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MELD standard (test)

67.6WF1

53

Mar 25, 2026

IEMOCAP 6-class (test)

72.81Weighted F1 Score (WF1)

44

Mar 11, 2026

69Weighted Avg F1 Score

36

Apr 15, 2026

IEMOCAP 4-class (test)

86.52F1 Score (Weighted)

8

Feb 26, 2026

CMU-MOSEI standard (test)

46.82Accuracy (ACC)

7

Feb 26, 2026

Popular datasets

IEMOCAP MELD CMU-MOSEI

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