Alexandria - English to Egyptian Arabic (Single Turn, Gender Only): leaderboard

English to Egyptian Arabic translation of single conversation turns from the Alexandria (El Mekki et al., ACL 2026) public test set, a human-translated multi-domain dialect corpus, with only the speaker and addressee genders in the prompt. spBLEU on a 0-100 scale (FLORES-200 SentencePiece tokenizer), higher is better.

Metric: spBLEU (0-100; SacreBLEU with the FLORES-200 SentencePiece tokenizer; single English turns of the Alexandria public test set translated into Egyptian Arabic with only the speaker and addressee genders in the prompt). Source: arxiv.org. Saturation forecast: Estimated already saturated. 3 models tracked.

Top models

#ModelScoreOverall rank
1c4ai-command-a-03-202529.07#1096
2aya-expanse-32B25.32#1950
3Gemma 3 12B (IT)25.22#1849

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=alexandria-english-to-egyptian-arabic-single-turn-gender-only · How It Works · Data refreshed daily, snapshot 2026-11-12.