IEMOCAP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IEMOCAP full-modality
85.7Weighted Accuracy
9
IEMOCAP full-modality comparison
82Weighted Accuracy
9
IEMOCAP Speaker-dependent random train-test split
81WA
9
IEMOCAP
74F1 Score
9
IEMOCAP
20.1BLEU-2
8
IEMOCAP
81Reward
8
IEMOCAP-6
59.3Weighted F1
8
IEMOCAP-4
75.8Weighted F1-score
8
IEMOCAP
1.856Emotional Reaction
8
IEMOCAP (Mid-mismatch)
0.913E-SIM
8
IEMOCAP Low-mismatch
0.908E-SIM
8
IEMOCAP (high-mismatch set)
0.874E-SIM
8
IEMOCAP (out-of-distribution)
0.907E-SIM
8
IEMOCAP 4-class (test)
86.52F1 Score (Weighted)
8
IEMOCAP
66.74UAR
7
IEMOCAP (test)
91.2Anger Emo-SIM
7
IEMOCAP
72.83Unweighted Accuracy (Audio)
7
IEMOCAP cross-scenario
5.44BLEU
7
adapted IEMOCAP Cross-Scenarios Evaluation Protocol (test)
5.439BLEU-4
7
IEMOCAP
0.833NLL (MA)
7
IEMOCAP (test)
79.2Accuracy
7
IEMOCAP (Fold 1)
40.83F1 (Positive)
7
IEMOCAP 4
89.45Negative Acc
7
IEMOCAP-6
89.08Negative Acc
7
IEMOCAP 4-way Full (Session 5 test)
75.4UAR (Variant -)
6