Metric: Acc-7 (higher is better)
| # | Model↕ | Acc-7▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MMML | 52.72 | No | Multimodal Multi-loss Fusion Network for Sentime... | 2023-08-01 | Code |
| 2 | MCEN | 50.58 | No | 10,000+ Times Accelerated Robust Subset Selectio... | 2014-09-12 | - |
| 3 | ALMT | 49.42 | No | Learning Language-guided Adaptive Hyper-modality... | 2023-10-09 | Code |
| 4 | UniMSE | 48.68 | No | UniMSE: Towards Unified Multimodal Sentiment Ana... | 2022-11-21 | Code |
| 5 | TEASEL | 47.52 | Yes | TEASEL: A Transformer-Based Speech-Prefixed Lang... | 2021-09-12 | Code |
| 6 | MMIM | 46.65 | No | Improving Multimodal Fusion with Hierarchical Mu... | 2021-09-01 | Code |
| 7 | self-M | 45.79 | No | Improving Multimodal Fusion with Hierarchical Mu... | 2021-09-01 | Code |
| 8 | MAG-BERT* | 43.62 | No | Improving Multimodal Fusion with Hierarchical Mu... | 2021-09-01 | Code |