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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shu-Man Liu

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Jul 2026

RepBench: Compiling Benchmarks into Capability Representations for Large Language Models

Under cross-benchmark transfer evaluation across twelve models completed by all four readouts, difference-in-means attains the highest model-level mean on ten models, while logistic regression wins the most capability-model cells.

Yan-Shi Li, Xue Bai, Shu-Man Liu et al. · 0 citations
Preprint Jul 2026

RepBench: Compiling Benchmarks into Capability Representations for Large Language Models

Under cross-benchmark transfer evaluation across twelve models completed by all four readouts, difference-in-means attains the highest model-level mean on ten models, while logistic regression wins the most capability-model cells.

Yanshi Li, Xue Bai, Shuman Liu et al. · 0 citations

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