| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | MasakhaNER (test) | F1 Score71.7 | 19 | |
| Named Entity Recognition | MasakhaNER | Macro F159.4 | 13 | |
| Named Entity Recognition | MasakhaNER Setswana 2.0 | Macro-F1 Score89.4 | 11 | |
| Named Entity Recognition | MasakhaNER isiXhosa 2.0 | Macro F189.9 | 11 | |
| Named Entity Recognition | MasakhaNER 2.0 | Macro-F1 Score90.6 | 11 | |
| Named Entity Recognition | MasakhaNER Yorùbá 2.0 | F1 Score89.3 | 6 | |
| Named Entity Recognition | MasakhaNER 2.0 v3 (test) | Hausa NER Score72.7 | 5 |