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Open Question Answering on LegalMC4 (test)

77.2LLM Factual CorrectnessGPT-5 (min. reasoning)
33.72845.01456.367.586Jan 20, 2026

Evaluation results

MethodLinks
GPT-5 (min. reasoning)Train Data=Base Model2026.0177.2
GPT-5-mini (min. reasoning)Train Data=Base Model2026.0170.1
LLaMA 3.1 (8B)Train Data=Difficulty-Graded QA Data2026.0155.4
Gemma 3 (12B)Train Data=Difficulty-Graded QA Data2026.0154.5
LLaMA 3.1 (8B)Train Data=Base Model2026.0143
Gemma 3 (12B)Train Data=Standard Instruction QA Data2026.0141.8
Gemma 3 (12B)Train Data=Base Model2026.0138.7
LLaMA 3.1 (8B)Train Data=Standard Instruction QA Data2026.0135.4