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Shuibo Zhang

2 accepted papers

2025

Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping

ICLR 2025oral

Large Vision-Language Models (LVLMs) have demonstrated remarkable capabilities across multimodal tasks such as visual perception and reasoning, leading to good performance on various multimodal evaluation benchmarks. However, these benchmarks keep a static nature and overlap with the pre-training da…

2024

Needle In A Multimodal Haystack

NeurIPS 2024poster

With the rapid advancement of multimodal large language models (MLLMs), their evaluation has become increasingly comprehensive. However, understanding long multimodal content, as a foundational ability for real-world applications, remains underexplored. In this work, we present Needle In A Multimoda…