| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | EC | Purity0.816 | 18 | |
| Machine Translation | EC-40 | chrF++ (English, Fwd)58.84 | 10 | |
| Federated Clustering | EC | NMI0.569 | 9 | |
| Clustering | EC | NMI0.647 | 9 | |
| Global Clustering | EC | SC0.288 | 9 | |
| Feature Tracking | EC (test) | Feature Age (FA)0.256 | 9 | |
| Named Entity Recognition | EC | F1 Score67.03 | 9 | |
| Emotion Detection | EC (test) | Weighted-F1 Score74.13 | 8 | |
| Annotation | EC PFMBench (test) | Score76.829 | 2 |