HELM Arabic - Alghafa - Meta AR Dialects: leaderboard

HELM Arabic (release v2.2.0) AlGhafa Meta AR Dialects task: four-option Belebele reading-comprehension questions in Arabic dialects, from the native AlGhafa Arabic multiple-choice benchmark; 1,000 items, 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 4.791.6#51
2Gemma 4 31B (IT)90.8#178
3Gemini 2.5 Flash (Non-reasoning)90.1#255 (Gemini 2.5 Flash)
4GPT-5.4 (2026-03-05)89.8#63
5Claude Sonnet 4.688.9#94
6GPT-5.1 (2025-11-13)88.6#107
7GPT-4.1 (2025-04-14)87.6#257
8Qwen 3.5 397B A17B87.5#154
9Gemini 2.5 Flash Lite (Non-reasoning)86.6#432 (Gemini 2.5 Flash Lite)
10Llama 4 Maverick Instruct FP885.7#424
11Claude Haiku 4.5 (20251001)84.8#264
12GPT-5.4 Mini (2026-03-17)84.6#180
13Mistral Large 384.4#410
14Qwen 2.5 72B Instruct83.8#469
15GPT-4.1 Mini83.6#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-alghafa-meta-ar-dialects · How It Works · Data refreshed daily, snapshot 2026-11-05.