| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Federated News Classification | XGLUE NC (test) | Communication Rounds7 | 14 | |
| News Classification | XGLUE-NC (test) | Accuracy (Non-Fed)87.8 | 8 | |
| Named Entity Recognition | XGLUE (test) | Score (de)71.8 | 6 | |
| Part-of-Speech tagging | XGLUE 1.0 (test) | AR Accuracy68.6 | 6 | |
| News Classification | XGLUE News Classification (test) | Accuracy (DE)85 | 5 | |
| Cross-lingual language understanding | XGLUE 1.0 (test) | Avg Score80.1 | 2 |