HELM AFR - Overall (Northern Sotho): leaderboard
The "Overall (Northern Sotho)" subtask of HELM AFR. Stanford HELM's African-languages project (mmlu-winogrande-afr): MMLU subject exams and Winogrande coreference translated into sixteen African languages, scored against the same items in English so a model's loss from the language switch...
Metric: Mean score. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 22 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.0 Flash | 68.77 | #344 |
| 2 | Claude 3.7 Sonnet (20250219) | 66.09 | #203 |
| 3 | Gemini 2.0 Flash Lite | 61.99 | #453 |
| 4 | GPT-4o (2024-08-06) | 61.69 | #335 |
| 5 | DeepSeek V3 | 58.16 | #323 |
| 6 | Llama 3.1 405B Instruct | 50.64 | #461 |
| 7 | Llama 3.3 70B Instruct | 49.91 | #536 |
| 8 | Llama 3.1 70B Instruct | 49.88 | #566 |
| 9 | GPT-4 Turbo | 48.27 | #406 |
| 10 | Gemma 2 27B (IT) | 45.68 | #649 |
| 11 | Claude 3.5 Haiku (20241022) | 42.96 | #591 |
| 12 | Qwen 2.5 72B Instruct | 40.97 | #458 |
| 13 | GPT-3.5 Turbo (0125) | 40.39 | #988 |
| 14 | Llama 3.1 8B Instruct | 38.02 | #1040 |
| 15 | Gemma 2 9B (IT) | 35.8 | #795 |
No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-afr-overall-northern-sotho · How It Works · Data refreshed daily, snapshot 2026-10-23.