Multimodal Evaluation

MMBench, jointly developed by Shanghai AI Laboratory and other institutions, offers evaluations across 20 fine-grained capabilities from perception to cognition, comprising approximately 3,000 multiple-choice questions, employing innovative assessment methods to ensure robustness and reproducibility of evaluation results.