Emotion Recognition on CMU-MOSEI-Sentiment
Metric: Weighted F1 (higher is better)
Metric: Weighted F1 (higher is better)
| # | Model↕ | Weighted F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GraphSmile | 44.93 | No | Tracing Intricate Cues in Dialogue: Joint Graph ... | 2024-07-31 | Code |
| 2 | GraphSmile | 44.93 | No | Tracing Intricate Cues in Dialogue: Joint Graph ... | 2024-07-31 | Code |
| 3 | MMGCN | 44.11 | No | MMGCN: Multimodal Fusion via Deep Graph Convolut... | 2021-07-14 | Code |
| 4 | COGMEN | 43.9 | No | COGMEN: COntextualized GNN based Multimodal Emot... | 2022-05-05 | Code |
| 5 | MM-DFN | 42.98 | No | MM-DFN: Multimodal Dynamic Fusion Network for Em... | 2022-03-04 | Code |
| 6 | M3Net | 41.12 | No | - | - | Code |
| 7 | DialogueCRN | 26.55 | No | DialogueCRN: Contextual Reasoning Networks for E... | 2021-06-03 | Code |
| 8 | SACL-LSTM | 25.95 | No | Supervised Adversarial Contrastive Learning for ... | 2023-06-02 | Code |