Metric: Weighted F1 (higher is better)
| # | Model↕ | Weighted F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GraphSmile | 86.52 | No | Tracing Intricate Cues in Dialogue: Joint Graph ... | 2024-07-31 | Code |
| 2 | Joyful | 85.7 | No | Joyful: Joint Modality Fusion and Graph Contrast... | 2023-11-18 | Code |
| 3 | COGMEN | 84.5 | No | COGMEN: COntextualized GNN based Multimodal Emot... | 2022-05-05 | Code |
| 4 | bc-LSTM | 74.1 | No | 0/1 Deep Neural Networks via Block Coordinate De... | 2022-06-19 | - |