Granite Arabic Card - Translation - Dial.→MSA: leaderboard

IBM Research / MBZUAI Granite 4.0 H 3B Arabic public checkpoint card; lm-evaluation-harness five-shot evaluation. Flores-200 translation evaluated with BLEU, explicitly higher is better despite the descending-sort arrow in the average column. Source abbreviations g4.0-h-micro_hf and g3.3-2b-instruct remain source identities without an unverified checkpoint merge. BLEU (0–100); higher is better.

Metric: BLEU (0–100). Source: huggingface.co. Saturation forecast: Around November 2027. 10 models tracked.

Top models

#ModelScoreOverall rank
1granite-4.0-h-3B-ar15.23#857
2Gemma 3 4B (IT)12.53#992
3Qwen 3 4B 2507 Instruct9.42#762
4Nile-Chat-4B8.42#1165
5Falcon-H1-3B-Instruct7.28#1221
6Atlas-Chat-2B7.01#1284

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=granite-arabic-card-translation-dial-msa · How It Works · Data refreshed daily, snapshot 2026-10-20.