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ResearchFormerly WizWand

Emotion Recognition in Conversation on IEMOCAP 1.0 (test)

68.57Weighted F1 ScoreEmoBERTa
55.590858.960462.3365.6996Aug 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
EmoBERTacontextual utterances=only past2021.0868.57
EmoBERTacontextual utterances=both past and future2021.0867.42
CESTa2021.0867.1
SumAggGIN2021.0866.61
EmoBERTacontextual utterances=only future2021.0866.56
DialogXL2021.0865.94
COSMIC2021.0865.28
RGAT2021.0865.22
BiERU-lc2021.0864.65
HiTrans2021.0864.5
Iterative2021.0864.37
DialogueGCN2021.0864.18
EmoBERTacontextual utterances=both past and future, speaker names inclusion=false2021.0864.02
BiF-AGRU2021.0863.5
KET2021.0859.56
VHRED2021.0858.6
EmoBERTacontextual utterances=none2021.0856.09