Metric: Macro F1 (higher is better)
| # | Model↕ | Macro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CD-ERC | 65.33 | No | Context-Dependent Embedding Utterance Representa... | 2023-04-17 | Code |
| 2 | COSMIC | 61.12 | No | EmoWOZ: A Large-Scale Corpus and Labelling Schem... | 2021-09-10 | Code |
| 3 | ContextBERT | 59.79 | No | EmoWOZ: A Large-Scale Corpus and Labelling Schem... | 2021-09-10 | Code |
| 4 | DialogueRNN-BERT | 57.1 | No | EmoWOZ: A Large-Scale Corpus and Labelling Schem... | 2021-09-10 | Code |
| 5 | BERT | 55.8 | No | EmoWOZ: A Large-Scale Corpus and Labelling Schem... | 2021-09-10 | Code |
| 6 | DialogueRNN-GloVe | 46.33 | No | EmoWOZ: A Large-Scale Corpus and Labelling Schem... | 2021-09-10 | Code |