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Legal Responsibility Mode Classification on C-TRAIL (test)

86.4AccuracyLegal Multi-Agent Reasoning framework
78.0880.2482.484.56Mar 18, 2026

Evaluation results

MethodLinks
Legal Multi-Agent Reasoning frameworkCategory=Agent Methods2026.0386.479.173.2
AgentsCourtCategory=Agent Methods2026.0385.177.371.2
Qwen2.5-LawCategory=Legal LLMs2026.0384.776.769.7
ChatLaw2-MoECategory=Legal LLMs2026.0384.175.368.5
GPT-4Category=General LLMs2026.0382.974.767.5
LaWGPTCategory=Legal LLMs2026.0381.872.464.1
DeepSeek-R1Category=General LLMs2026.0381.373.263.8
GPT-3.5Category=General LLMs2026.0379.668.761.3
ReActCategory=Agent Methods2026.0378.467.559.5