LENS is a new multi-level benchmark dataset for evaluating MLLMs on perception-to-reasoning tasks using the same images across all levels with recent social media content.
Chatterbox: Multimodal referring and grounding with chain-of-questions.Proceedings of the AAAI Conference on Artificial Intelligence, 39(7):7401–7409, Apr
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LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
LENS is a new multi-level benchmark dataset for evaluating MLLMs on perception-to-reasoning tasks using the same images across all levels with recent social media content.