2026
LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
ICLR 2026poster
Multimodal Large Language Models (MLLMs) have achieved significant advances in integrating visual and linguistic information, yet their ability to reason about complex and real-world scenarios remains limited. Existing benchmarks are usually constructed in a task-oriented manner, without a guarantee…