HELM Arabic - Mbzuai Human Translated Arabic Mmlu - Moral Scenarios: leaderboard

HELM Arabic (release v2.2.0) MBZUAI human-translated Arabic MMLU, Moral Scenarios: the MMLU four-option questions for this subject translated into Arabic by human translators; 895 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

#ModelScoreOverall rank
1Claude Opus 4.782.23#51
2Gemma 4 31B (IT)71.62#178
3Claude Sonnet 4.668.27#94
4Llama 3.3 70B Instruct65.59#541
5Llama 4 Maverick Instruct FP864.13#424
6Gemini 2.5 Flash (Non-reasoning)63.8#255 (Gemini 2.5 Flash)
7GPT-5.4 (2026-03-05)61.79#63
8Qwen 3.5 397B A17B58.44#154
9Claude Haiku 4.5 (20251001)58.32#264
10Llama 4 Scout Instruct56.09#547
11Qwen 3 Next 80B A3B Instruct56.09#381
12AceGPT-v2-70B-Chat54.64#421
13GPT-4.1 (2025-04-14)54.53#257
14Qwen 2.5 72B Instruct53.18#469
15Mistral Large 351.51#410

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-moral-scenarios · How It Works · Data refreshed daily, snapshot 2026-11-05.