Emotion Recognition in Conversation on DailyDialog (test)
0.6312F1 ScoreCESTa
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CESTa2021.09 | 0.6312 | — | — | — | |
| TUCORE-GCNbackbone=RoBERTa2021.09 | 0.6191 | — | — | — | |
| RoBERTa_rinput sequence form=dialogue-based RE2021.09 | 0.6165 | — | — | — | |
| COSMIC2021.09 | 0.5848 | — | — | — | |
| TUCORE-GCNbackbone=BERT2021.09 | 0.5834 | — | — | — | |
| RoBERTa2021.09 | 0.5516 | — | — | — | |
| DialogXL2020.12 | 0.5493 | — | — | — | |
| RGAT2021.09 | 0.5431 | — | — | — | |
| BERT2020.12 | 0.5409 | — | — | — | |
| XLNet2020.12 | 0.5362 | — | — | — | |
| KET2020.12 | 0.5337 | — | — | — | |
| TL-ERCre-implementation=true2020.12 | 0.5246 | — | — | — | |
| HiGRUre-implementation=true2020.12 | 0.5201 | — | — | — | |
| DialogueRNN2021.09 | 0.5065 | — | — | — | |
| CNN+cLSTM2021.09 | 0.5024 | — | — | — | |
| CNN2021.09 | 0.4934 | — | — | — | |
| CNN2021.12 | — | 0.4934 | — | — | |
| CNN+cLSTM2021.12 | — | 0.5024 | — | — | |
| CoG-BARTbackbone=BART2021.12 | — | — | 56.29 | — | |
| Contextual RoBERTaAverage of 5 runs=true2023.09 | — | — | — | 51.23 | |
| Contextual RoBERTa + FFPBackbone=RoBERTa base, Average of 5 runs=true2023.09 | — | — | — | 51.89 | |
| COSMIC2021.12 | — | — | 56.16 | — | |
| COSMICHCL=false2021.12 | — | 0.5848 | — | — | |
| COSMICAverage of 5 runs=true2023.09 | — | — | — | 51.05 | |
| COSMIC+HCLHCL=true2021.12 | — | 0.5954 | — | — | |
| DAG-ERC2021.12 | — | 0.5933 | — | — | |
| DAG-ERC2021.12 | — | — | 59.33 | — | |
| DAG-ERCHCL=false2021.12 | — | 0.5933 | — | — | |
| DAG-ERC+HCLHCL=true2021.12 | — | 0.5964 | — | — | |
| DialogXL2023.04 | — | 0.5493 | — | — | |
| HiDialogbase_model=RoBERTa_s2023.04 | — | 0.6183 | — | — | |
| KET2021.12 | — | 0.5337 | — | — | |
| KET2021.12 | — | — | 53.37 | — | |
| PHT2023.04 | — | 0.6014 | — | — | |
| PsychologicalBackbone=RoBERTa Large, Average of 5 runs=true2023.09 | — | — | — | 51.95 | |
| RGAT2021.12 | — | 0.5431 | — | — | |
| RGAT2021.12 | — | — | 54.31 | — | |
| RGAT+ROBERTabackbone=ROBERTa2021.12 | — | — | 59.02 | — | |
| ROBERTaAverage of 5 runs=true2023.09 | — | — | — | 48.2 | |
| ROBERTa + DialogueRNNAverage of 5 runs=true2023.09 | — | — | — | 49.65 | |
| RoBERTa_s2023.04 | — | 0.6165 | — | — | |
| S+PAGE2021.12 | — | 0.6407 | — | — | |
| TODKATHCL=false2021.12 | — | 0.5847 | — | — | |
| TODKAT+HCLHCL=true2021.12 | — | 0.5976 | — | — |