HELM Arabic - Mbzuai Human Translated Arabic Mmlu - College Computer Science: leaderboard
HELM Arabic (release v2.2.0) MBZUAI human-translated Arabic MMLU, College Computer Science: the MMLU four-option questions for this subject translated into Arabic by human translators; 100 questions, exact match. Percent correct, 0-100, higher is better; guessing scores 25.
Metric: Exact Match (%). Source: crfm.stanford.edu. Saturation forecast: Around February 2027. 41 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.7 | 81 | #51 |
| 2 | GPT-5.4 (2026-03-05) | 79 | #63 |
| 3 | Gemma 4 31B (IT) | 77 | #178 |
| 4 | Claude Sonnet 4.6 | 74 | #94 |
| 5 | Qwen 3 Next 80B A3B Instruct | 74 | #381 |
| 6 | Qwen 3.5 397B A17B | 73 | #154 |
| 7 | Mistral Large 3 | 73 | #410 |
| 8 | Gemini 2.5 Flash (Non-reasoning) | 72 | #255 (Gemini 2.5 Flash) |
| 9 | Gemini 2.5 Flash Lite (Non-reasoning) | 72 | #432 (Gemini 2.5 Flash Lite) |
| 10 | GPT-4.1 (2025-04-14) | 71 | #257 |
| 11 | Claude Haiku 4.5 (20251001) | 71 | #264 |
| 12 | GPT-5.1 (2025-11-13) | 69 | #107 |
| 13 | Llama 4 Maverick Instruct FP8 | 68 | #424 |
| 14 | DeepSeek V3.1 | 64 | #275 |
| 15 | Mistral Large 2 (Nov) Instruct (2411) | 64 | #480 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-arabic-mbzuai-human-translated-arabic-mmlu-college-computer-science · How It Works · Data refreshed daily, snapshot 2026-11-05.