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IEMOCAP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Conversational Emotion RecognitionIEMOCAP
Weighted Average F1 Score77.3
174
Emotion Recognition in ConversationIEMOCAP (test)
Weighted Average F1 Score72.4
168
Multimodal Emotion RecognitionIEMOCAP (test)
Accuracy80.75
162
Emotion RecognitionIEMOCAP
Accuracy78.8
151
Audio-Image-Text ClassificationIEMOCAP (test)
Accuracy78.92
116
Multimodal Emotion RecognitionIEMOCAP 6-way
F1 (Avg)71.03
106
Emotion ClassificationIEMOCAP (test)
Weighted-F174.02
61
Multimodal Emotion RecognitionIEMOCAP
AUC94.68
48
Emotion RecognitionIEMOCAP 4-class (test)
WAR80.66
46
Multimodal Emotion Recognition in ConversationIEMOCAP 6-class (test)
Weighted F1 Score (WF1)72.81
44
Emotion RecognitionIEMOCAP (test)
Score (l)0.849
36
Emotion RecognitionIEMOCAPSix (test)
Accuracy62.02
35
Speech Emotion RecognitionIEMOCAP (Leave One Session Out (LOSO))
WA64.8
31
Speech Emotion RecognitionIEMOCAP (five-fold/ten-fold cross-validation)
WA77.64
25
Speech Emotion RecognitionIEMOCAP
UA75.85
22
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
Voice AnonymizationIEMOCAP (test)
UAR71.06
18
Voice AnonymizationIEMOCAP (dev)
UAR69.07
18
Emotion Recognition in ConversationIEMOCAP 1.0 (test)
Weighted F1 Score68.57
17
Emotion ClassificationIEMOCAP 4-way (test)
Weighted F185.9
17
Multimodal Emotion RecognitionIEMOCAP Word Aligned (test)
Happy Accuracy90.7
16
Emotional Text-to-SpeechIEMOCAP
Angry Score88.3
15
Showing 25 of 94 rows