IEMOCAP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IEMOCAP
0.2JS Divergence
6
IEMOCAP-DA (test)
24.16NMI
6
IEMOCAP Low-resource settings
64.9AUC
6
IEMOCAP angry, happy, neutral, sad classes (test)
63.5WA
6
IEMOCAP
51.97Accuracy
5
IEMOCAP (cross-validation)
60.6Accuracy
5
IEMOCAP shared label subset mapped 7-way
76.13Accuracy
5
IEMOCAP
69.2Macro F1 Score
5
IEMOCAP NMA (test)
62AUROC
5
IEMOCAP MA
61.1Accuracy
5
IEMOCAP (leave-one-session-out five-fold cross val)
71.06ACC
5
IEMOCAP
0.257Parameters (M)
5
IEMOCAP
231Count VV
4
IEMOCAP non-IID (Session1–Session5 partitioning)
35.2Accuracy
4
IEMOCAP
1EER
4
IEMOCAP 4cl/en (test)
60.6UAR
4
IEMOCAP NMA (all)
61AUROC
4
IEMOCAP Scripted and Improvisation (All sessions)
56.1Accuracy
4
IEMOCAP (test)
0.939Anger Emo-SIM
3
IEMOCAP emotion shift samples (test)
63.93w-Acc
3
IEMOCAP In-Domain
73.4Weighted F1
3
IEMOCAP (Ses05)
0.596Valence Score
3
IEMOCAP 4-way
84.5Weighted F1
3
IEMOCAP
36.2Macro F1 Score
2
IEMOCAP (test)
75.07Accuracy
2