Figureure 2 · : Overview of the unified and coherent framework for our four evaluatiFigure 2: Overview of the unified and coherent framework for our four evaluation paradigms.这张图概括 M$^3$Eval 的整体方法流程。阅读时先看模块之间传递的训练信号,再看作者如何把目标拆成可优化的子问题。Figureure 1 · : $M ^ { 3 } E v a l .$ , our principled framework and benchmark for eFigure 1: $M ^ { 3 } E v a l .$ , our principled framework and benchmark for evaluating memory capabilities of multi-modal models. We present an example task of divided attention. Grounded in psychological theory, we construct split-screen video scenarios, design memory questions, and analyze multiple models in terms of source identification, order understanding, and content retention.这张图概括 M$^3$Eval 的整体方法流程。阅读时先看模块之间传递的训练信号,再看作者如何把目标拆成可优化的子问题。