IEMOCAP
Benchmarks
TaskDatasetSOTA 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