Metric: F1 score (higher is better)
| # | Model↕ | F1 score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MMML | 90.35 | No | Multimodal Multi-loss Fusion Network for Sentime... | 2023-08-01 | Code |
| 2 | UniMSE | 86.42 | No | UniMSE: Towards Unified Multimodal Sentiment Ana... | 2022-11-21 | Code |
| 3 | MulT | 82.8 | No | Multimodal Transformer for Unaligned Multimodal ... | 2019-06-01 | Code |
| 4 | Proposed: B2 + B4 w/ multimodal fusion | 81.17 | No | Gated Mechanism for Attention Based Multimodal S... | 2020-02-21 | - |