| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Emotion-Cause Topic Extraction and Classification (MECTEC) | MECAD | Anger Score38.34 | 10 | |
| Pair Extraction | MECAD (official split) | Precision54.82 | 4 | |
| Cause Extraction | MECAD (official) | Precision66.12 | 4 | |
| Emotion Extraction | MECAD (official split) | Precision72.97 | 4 |