Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MMML | 0.5072 | No | Multimodal Multi-loss Fusion Network for Sentime... | 2023-08-01 | Code |
| 2 | UniMSE | 0.523 | Yes | UniMSE: Towards Unified Multimodal Sentiment Ana... | 2022-11-21 | Code |
| 3 | ALMT | 0.526 | No | Learning Language-guided Adaptive Hyper-modality... | 2023-10-09 | Code |
| 4 | Multilogue-Net | 0.59 | Yes | Multilogue-Net: A Context Aware RNN for Multi-mo... | 2020-02-19 | Code |
| 5 | MMLatch | 0.7 | Yes | MMLatch: Bottom-up Top-down Fusion for Multimoda... | 2022-01-24 | Code |
| 6 | Graph-MFN | 0.71 | Yes | - | - | - |