| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Enzyme Commission classification | EC | F1-macro61.9 | 30 | |
| Clustering | EC | Purity0.816 | 18 | |
| Graph Clustering | EC-30K | NMI99.4 | 15 | |
| Feature Tracking | EC | Feature Age (FA)33.7 | 14 | |
| Graph Regression | EC-5 | RSE0.035 | 10 | |
| 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 | |
| Multiclass classification | EC | Macro F10.473 | 4 | |
| Annotation | EC PFMBench (test) | Score76.829 | 2 | |
| Enzyme Commission classification | EC (test) | W/L/T3 | 1 |