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Multiple Choice Question Answering on ArabCulture native prompts (test)

47.9AccuracyQwen2.5-7B
33.65237.35141.0544.749Jan 25, 2026

Evaluation results

MethodLinks
Qwen2.5-7BAugmentation=None, Prompting=Base2026.0147.9
Qwen2.5-7B-ITAugmentation=None, Prompting=Base2026.0139.5
Qwen2.5-3BAugmentation=N-Asrt, Prompting=CCKG Native Assertions2026.0139.3
Qwen2.5-1.5BAugmentation=None, Prompting=Base2026.0138.8
Gemma2-9BAugmentation=N-Asrt, Prompting=CCKG Native Assertions2026.0138.1
Qwen2.5-7B-ITAugmentation=E-Path, Prompting=CCKG English Paths2026.0138
Qwen2.5-0.5BAugmentation=N-Path, Prompting=CCKG Native Paths2026.0134.5
Llama3.2-3BAugmentation=Mango, Prompting=CCKG2026.0134.4
Llama3.1-8B-ITAugmentation=E-Path, Prompting=CCKG English Paths2026.0134.4
Llama3.2-1BAugmentation=Mango, Prompting=CCKG2026.0134.2