Benchmarking color judgment in multimodal LLMs with CIE-computable ground truth

Shuwei Yue, Kaida Xiao, Zhihua Wang +1

Multimodal large language models (MLLMs) are now used as zero-shot judges of image quality, but their color judgments are rarely tested with colorimetric ground truth. We present a…