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Mengdi Jia

1 accepted papers

2026

OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models

ICLR 2026poster

Spatial reasoning is a key aspect of cognitive psychology and remains a bottleneck for current vision-language models (VLMs). While extensive research has aimed to evaluate or improve VLMs' understanding of basic spatial relations, such as distinguishing left from right, near from far, and object co…

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