Emotion Recognition in Conversation on MELD 1.0 (test)
65.61Weighted F1EmoBERTa
Evaluation Results
| Method | Links | |
|---|---|---|
| EmoBERTacontextual utterances=both past and future2021.08 | 65.61 | |
| COSMIC2021.08 | 65.21 | |
| EmoBERTacontextual utterances=both past and future, speaker names inclusion=false2021.08 | 65.07 | |
| EmoBERTacontextual utterances=only past2021.08 | 64.55 | |
| EmoBERTacontextual utterances=only future2021.08 | 64.23 | |
| EmoBERTacontextual utterances=none2021.08 | 63.46 | |
| DialogXL2021.08 | 62.41 | |
| HiTrans2021.08 | 61.94 | |
| BERT+MTL2021.08 | 61.9 | |
| RGAT2021.08 | 60.91 | |
| BiERU-lc2021.08 | 60.84 | |
| Iterative2021.08 | 60.72 | |
| SumAggGIN2021.08 | 58.45 | |
| CESTa2021.08 | 58.36 | |
| KET2021.08 | 58.18 | |
| DialogueGCN2021.08 | 58.1 | |
| BiF-AGRU2021.08 | 58.1 |