arXiv AI By Haiquan Hu, Yuzhu Liang, Weicheng Tang, Yanzeng Li, Yao Shi, Li Xu, Tian Wang

Are Benchmarks Reliable? Toward Structural Diagnosis via Item-Level Capability Boundaries

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