| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| In-context Human Emotion Recognition | EMOTIC 1.0 (test) | mAP39.13 | 10 | |
| Emotion Recognition | EMOTIC NarraCap captions (val) | Suffering χ²3.28 | 6 | |
| Emotion Classification | Emotic | Accuracy91.95 | 6 | |
| Emotion Recognition in Context | EMOTIC (test) | mAP35.48 | 3 | |
| Multi-label emotion recognition | Emotic (test) | Hamming Loss11.5 | 2 | |
| Sentiment Classification | EMOTIC | Accuracy73.8 | 1 | |
| Group-level Multimodal Emotion Recognition | EMOTIC subset | Accuracy Improvement (vs Avg)14 | 1 |