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IEMOCAP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Emotion Recognition in ConversationIEMOCAP (test)
Weighted Average F1 Score72.4
154
Conversational Emotion RecognitionIEMOCAP
Weighted Average F1 Score73.9
129
Multimodal Emotion RecognitionIEMOCAP (test)
Accuracy78.92
118
Audio-Image-Text ClassificationIEMOCAP (test)
Accuracy78.92
116
Emotion RecognitionIEMOCAP
Accuracy77.68
71
Emotion RecognitionIEMOCAP 4-class (test)
WAR80.66
46
Emotion RecognitionIEMOCAP (test)
Score (l)0.849
36
Emotion ClassificationIEMOCAP (test)
Weighted-F174.02
36
Emotion RecognitionIEMOCAPSix (test)
Accuracy62.02
35
Multimodal Emotion Recognition in ConversationIEMOCAP 6-class (test)
Weighted F1 Score (WF1)72.81
33
Speech Emotion RecognitionIEMOCAP (Leave One Session Out (LOSO))
WA64.8
31
Multimodal Emotion RecognitionIEMOCAP 6-way
F1 (Avg)71.03
28
Speech Emotion RecognitionIEMOCAP (five-fold/ten-fold cross-validation)
WA77.64
20
Speech Emotion RecognitionIEMOCAP (test)
Accuracy74.57
20
Speech Emotion RecognitionIEMOCAP Speaker-independent 5-fold cross-validation
WA78.47
19
Speech Emotion RecognitionIEMOCAP Speaker-Independent (test)
WA73.01
19
Emotion Recognition in ConversationIEMOCAP
F1 Score68.03
19
Emotion Recognition in ConversationIEMOCAP 1.0 (test)
Weighted F1 Score68.57
17
Emotion ClassificationIEMOCAP 4-way (test)
Weighted F185.9
17
Mixed-emotion Text-to-SpeechIEMOCAP (out-of-distribution)
E-SIM0.915
15
Speech Emotion RecognitionIEMOCAP Speaker-Dependent (test)
WA (%)79.58
15
Multimodal Emotion RecognitionIEMOCAP
Accuracy76.5
15
Speech Emotion RecognitionIEMOCAP
UA83.91
14
Multimodal Emotion RecognitionIEMOCAP 4-way
Happy Score89.2
14
Speech Emotion RecognitionIEMOCAP (10-fold cross-validation)
Weighted Accuracy (WA)70.3
14
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