FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization

Shibo Hong, Jiahao Ying, Haiyuan Liang +4

Evaluating open-ended outputs of Multimodal Large Language Models has become a bottleneck as model capabilities, task diversity, and modality rapidly expand. Existing ``MLLM-as-a-J…