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ResearchFormerly WizWand

Emotion Recognition in Conversation on MELD 1.0 (test)

65.61Weighted F1EmoBERTa
57.799659.827361.85563.8827Aug 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
EmoBERTacontextual utterances=both past and future2021.0865.61
COSMIC2021.0865.21
EmoBERTacontextual utterances=both past and future, speaker names inclusion=false2021.0865.07
EmoBERTacontextual utterances=only past2021.0864.55
EmoBERTacontextual utterances=only future2021.0864.23
EmoBERTacontextual utterances=none2021.0863.46
DialogXL2021.0862.41
HiTrans2021.0861.94
BERT+MTL2021.0861.9
RGAT2021.0860.91
BiERU-lc2021.0860.84
Iterative2021.0860.72
SumAggGIN2021.0858.45
CESTa2021.0858.36
KET2021.0858.18
DialogueGCN2021.0858.1
BiF-AGRU2021.0858.1