Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GraphSmile | 86.53 | No | Tracing Intricate Cues in Dialogue: Joint Graph ... | 2024-07-31 | Code |
| 2 | Joyful | 85.6 | No | Joyful: Joint Modality Fusion and Graph Contrast... | 2023-11-18 | Code |
| 3 | DANN | 82.7 | No | - | - | - |
| 4 | MMER | 81.7 | No | MMER: Multimodal Multi-task Learning for Speech ... | 2022-03-31 | Code |
| 5 | PATHOSnet v2 | 80.4 | No | - | - | Code |
| 6 | Self-attention weight correction (A+T) | 76.8 | No | - | - | - |
| 7 | CHFusion | 76.5 | No | Multimodal Sentiment Analysis using Hierarchical... | 2018-06-16 | Code |