Topic Classification on MasakhaNEWS isiXhosa
97.3Macro F1AfroXLMR-large
Evaluation Results
| Method | Links | |
|---|---|---|
| AfroXLMR-largeSize=0.550B2026.03 | 97.3 | |
| AfroXLMR-baseSize=0.270B2026.03 | 94.7 | |
| Aya-101Size=13B2026.03 | 94.6 | |
| AfriBERTaSize=0.126B2026.03 | 87 | |
| MzansiLM multi-masakhanews-ftSize=0.125B, Regime=multi-masakhanews-ft2026.03 | 78.5 | |
| MzansiLM mono-masakhanews-ftSize=0.125B, Regime=mono-masakhanews-ft2026.03 | 73.2 | |
| Llama-3.1-70B-InstructSize=70B2026.03 | 68.4 | |
| MzansiLM general-ftSize=0.125B, Regime=general-ft2026.03 | 50.9 | |
| AfroLlama-V1Size=8B2026.03 | 50.2 | |
| MzansiLM Base 0-shotSize=0.125B, Regime=Base 0-shot2026.03 | 39.1 | |
| InkubaLM-0.4BSize=0.4B2026.03 | 7.4 |