Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Neural Information Processing Systems 

Limitations in either capability can impede the overall performance of a VLM. A systematic evaluation of the perception and reasoning capabilities is crucial to provide valuable insights for future model optimization.

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