HELM AFR - Overall (Tswana): leaderboard

The "Overall (Tswana)" 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

#ModelScoreOverall rank
1Gemini 2.0 Flash68.94#345
2Claude 3.7 Sonnet (20250219)65.18#205
3Gemini 2.0 Flash Lite62.65#455
4GPT-4o (2024-08-06)61.15#337
5DeepSeek V357.52#325
6GPT-4 Turbo49.76#410
7Llama 3.1 405B Instruct49.34#464
8Llama 3.1 70B Instruct48.48#567
9Llama 3.3 70B Instruct47.97#537
10Claude 3.5 Haiku (20241022)46.97#591
11Gemma 2 27B (IT)43.4#653
12Qwen 2.5 72B Instruct41.19#463
13Gemma 2 9B (IT)39.02#795
14GPT-3.5 Turbo (0125)38.8#998
15Llama 3.1 8B Instruct36.71#1042

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-tswana · How It Works · Data refreshed daily, snapshot 2026-10-24.