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

HELM Arabic (release v2.2.0) MBZUAI human-translated Arabic MMLU, Marketing: the MMLU four-option questions for this subject translated into Arabic by human translators; 234 questions, exact match. Percent correct, 0-100, higher is better; guessing scores 25.

Metric: Exact Match (%). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 41 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.793.59#51
2Gemma 4 31B (IT)93.16#178
3Claude Sonnet 4.691.88#94
4Gemini 2.5 Flash (Non-reasoning)91.03#255 (Gemini 2.5 Flash)
5Qwen 3.5 397B A17B90.6#154
6GPT-5.4 (2026-03-05)90.6#63
7GPT-4.1 (2025-04-14)89.32#257
8Claude Haiku 4.5 (20251001)89.32#264
9DeepSeek V3.189.32#275
10Qwen 3 Next 80B A3B Instruct88.46#381
11GPT-5.1 (2025-11-13)88.46#107
12GPT-5.4 Mini (2026-03-17)88.46#180
13Mistral Large 388.03#410
14GPT-4.1 Mini86.32#363
15Gemini 2.5 Flash Lite (Non-reasoning)86.32#432 (Gemini 2.5 Flash Lite)

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