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Legal Reasoning on JEC-QA Legal Non-MCQ

27.5AccuracyGPT-4o
17.30819.95422.625.246Oct 10, 2025

Evaluation results

MethodLinks
GPT-4o2025.1027.5
CLARITYModel Size=7B2025.1027.2
Standard RL2025.1026.6
PRM RL2025.1025.5
Data Reformulation2025.1025.3
Qwen2.5Model Size=7B2025.1024.9
Refine-then-Monitor2025.1023.6
CLARITYModel Size=3B2025.1022.4
Qwen2.5Model Size=3B2025.1017.7