HELM Arabic - Mbzuai Human Translated Arabic Mmlu - Econometrics: leaderboard

HELM Arabic (release v2.2.0) MBZUAI human-translated Arabic MMLU, Econometrics: the MMLU four-option questions for this subject translated into Arabic by human translators; 114 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 4.780.7#51
2GPT-5.4 (2026-03-05)78.95#63
3Claude Sonnet 4.673.68#94
4Qwen 3.5 397B A17B72.81#154
5Gemma 4 31B (IT)67.54#178
6GPT-5.1 (2025-11-13)65.79#107
7Claude Haiku 4.5 (20251001)64.91#264
8Llama 4 Maverick Instruct FP864.04#424
9DeepSeek V3.162.28#275
10Mistral Large 362.28#410
11Gemini 2.5 Flash (Non-reasoning)62.28#255 (Gemini 2.5 Flash)
12Qwen 3 Next 80B A3B Instruct61.4#381
13GPT-4.1 (2025-04-14)60.53#257
14Llama 4 Scout Instruct58.77#547
15GPT-4.1 Mini55.26#363

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