HELM Arabic - Arabic Mmlu - Geography (Middle School): leaderboard

HELM Arabic (release v2.2.0) ArabicMMLU Geography (Middle School): native Arabic multiple-choice questions from ArabicMMLU, which draws on school, university and professional exams across Arabic-speaking countries; 272 questions, exact match. Percent correct, 0-100, higher is better.

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

Top models

#ModelScoreOverall rank
1Claude Opus 4.785.66#51
2Gemma 4 31B (IT)81.99#178
3GPT-4.1 (2025-04-14)81.99#257
4Mistral Large 381.99#410
5Claude Sonnet 4.681.62#94
6Gemini 2.5 Flash (Non-reasoning)81.62#255 (Gemini 2.5 Flash)
7Qwen 3.5 397B A17B80.51#154
8GPT-5.4 (2026-03-05)80.15#63
9GPT-5.4 Mini (2026-03-17)80.15#180
10GPT-5.1 (2025-11-13)79.04#107
11Llama 4 Maverick Instruct FP877.21#424
12Claude Haiku 4.5 (20251001)76.84#264
13DeepSeek V3.176.47#275
14Gemini 2.5 Flash Lite (Non-reasoning)75.74#432 (Gemini 2.5 Flash Lite)
15Qwen 3 Next 80B A3B Instruct75.37#381

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-arabic-mmlu-geography-middle-school · How It Works · Data refreshed daily, snapshot 2026-11-05.