Metric: Micro-F1 (higher is better)
| # | Model↕ | Micro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EmotionIC | 44.31 | No | EmotionIC: emotional inertia and contagion-drive... | 2023-03-20 | Code |
| 2 | SACL-LSTM (one seed) | 43.19 | No | Supervised Adversarial Contrastive Learning for ... | 2023-06-02 | Code |
| 3 | CoG-BART | 42.58 | No | Contrast and Generation Make BART a Good Dialogu... | 2021-12-21 | Code |
| 4 | TODKAT | 42.38 | Yes | Topic-Driven and Knowledge-Aware Transformer for... | 2021-06-02 | - |
| 5 | SACL-LSTM | 42.21 | No | Supervised Adversarial Contrastive Learning for ... | 2023-06-02 | Code |
| 6 | DialogueCRN+RoBERTa | 41.04 | No | DialogueCRN: Contextual Reasoning Networks for E... | 2021-06-03 | Code |