Aligning MLLM Benchmark With Human Preferences via Structural Equation Modeling

Shengwu. Xiong, Tianyu. Zou, Cong. Wang +1

Evaluating multimodal large language models (MLLMs) is fundamentally challenged by the absence of structured, interpretable, and theoretically grounded benchmarks; current heuristi…