IEMOCAP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IEMOCAP
77.3Weighted Average F1 Score
174
IEMOCAP (test)
72.4Weighted Average F1 Score
168
IEMOCAP (test)
80.75Accuracy
162
IEMOCAP
78.8Accuracy
151
IEMOCAP (test)
78.92Accuracy
116
IEMOCAP 6-way
71.03F1 (Avg)
106
IEMOCAP (test)
74.02Weighted-F1
61
IEMOCAP
75.9Weighted Accuracy
56
IEMOCAP 4-class (test)
80.66WAR
46
IEMOCAP 6-class (test)
72.81Weighted F1 Score (WF1)
44
IEMOCAP (test)
0.849Score (l)
36
IEMOCAPSix (test)
62.02Accuracy
35
IEMOCAP (Leave One Session Out (LOSO))
64.8WA
31
IEMOCAP (test)
80.98Accuracy
28
IEMOCAP (five-fold/ten-fold cross-validation)
77.64WA
25
IEMOCAP
75.85UA
22
IEMOCAP Speaker-independent 5-fold cross-validation
78.47WA
19
IEMOCAP Speaker-Independent (test)
73.01WA
19
IEMOCAP
68.03F1 Score
19
IEMOCAP
0.52BERT Score
18
IEMOCAP (test)
71.06UAR
18
IEMOCAP (dev)
69.07UAR
18
IEMOCAP 1.0 (test)
68.57Weighted F1 Score
17
IEMOCAP 4-way (test)
85.9Weighted F1
17
IEMOCAP Word Aligned (test)
90.7Happy Accuracy
16