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Dialectal Arabic Evaluation on MMLU Dialectal Arabic

69.98Accuracy (MMLU DA)Karnak
55.617659.346363.07566.8037Mar 17, 2026

Evaluation results

MethodLinks
KarnakSize=40B, Shot count=3-shot2026.0369.98
Llama-3.3-70b-InstructSize=70B, Shot count=3-shot2026.0369.63
Qwen3-32BSize=32B, Shot count=3-shot2026.0368.96
AceGPT-v2-70B-ChatSize=70B, Shot count=3-shot2026.0368.56
Fanar-27BSize=27B, Shot count=3-shot2026.0367.4
Gemma-3-27B-itSize=27B, Shot count=3-shot2026.0366.52
Jais-2-70B-ChatSize=70B, Shot count=3-shot2026.0366.33
AceGPT-v2-32B-ChatSize=32B, Shot count=3-shot2026.0362.82
Fanar-1-9b-instructSize=9B, Shot count=3-shot2026.0359.91
Allam-7B-Instruct-preview-v2Size=7B, Shot count=3-shot2026.0356.17