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arXiv cs.CL·

Which Models Perform Better in Inheritance Reasoning?

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In three linesEvaluation of commercial vs open-source LLMs on Islamic inheritance legal reasoning (QIAS 2026 shared task). Gemini 2.5 Flash achieves best performance (MRE 0.989), while open-source models show greater instability in dependent legal decisions and fractional share adjustments.
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BenchmarksReasoningGeminiOpen source

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