Metric: Micro-F1 (higher is better)
| # | Model↕ | Micro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NELEC | 0.7765 | No | NELEC at SemEval-2019 Task 3: Think Twice Before... | 2019-04-05 | Code |
| 2 | OUT2 + IN3 + USE + BERT | 0.7731 | No | - | - | - |
| 3 | HRLCE + BERT | 0.7709 | No | ANA at SemEval-2019 Task 3: Contextual Emotion d... | 2019-03-30 | Code |
| 4 | ConSSED | 0.7664 | No | - | - | Code |
| 5 | Attention-based Modeling | 0.7582 | No | Attention-based Modeling for Emotion Detection a... | 2019-06-14 | - |
| 6 | Oversampling | 0.758 | No | - | - | Code |
| 7 | DialogueRNN | 0.758 | No | Emotion Recognition in Conversation: Research Ch... | 2019-05-08 | Code |
| 8 | KET | 0.7413 | No | Knowledge-Enriched Transformer for Emotion Detec... | 2019-09-24 | Code |
| 9 | GRU + SVM | 0.6993 | No | - | - | - |