| Benchmark | Model | Rank | Results |
|---|---|---|---|
| dialogue-act-classification-on-icsi-mrda | Pretrained Hierarchical Transformer | – | Accuracy: 92.4 |
| dialogue-act-classification-on-switchboard | Pretrained Hierarchical Transformer | – | Accuracy: 79.2 |
| emotion-recognition-in-conversation-on-dailydialog | Pretrained Hierarchical Transformer | – | Micro-F1: 60.14 |
| emotion-recognition-in-conversation-on-iemocap | Pretrained Hierarchical Transformer | – | Weighted-F1: 65.37Accuracy: 66.05 |
| emotion-recognition-in-conversation-on-meld | Pretrained Hierarchical Transformer | – | Weighted-F1: 61.90 |