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20242026
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cs.CL2025

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Kaichen Zhang, Bo Li, Peiyuan Zhang +8

The advances of large foundation models necessitate wide-coverage, low-cost, and zero-contamination benchmarks. Despite continuous exploration of language model evaluations, compre…