
HYDRA is a dynamic compositional visual reasoning framework that integrates a planner, RL agent, and reasoner to enhance reasoning capabilities.


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hydra-a-multi-stage-dynamic-compositional-visual-reasoning-framework


HYDRA: A Multi-Stage Dynamic Compositional Visual Reasoning Framework



Models struggle with complex visual reasoning tasks, but a new dataset and model propose solutions.



VISREAS: Complex Visual Reasoning with Unanswerable Questions



HYDRA is a multi-stage dynamic compositional visual reasoning framework designed for reliable and incrementally progressive general reasoning.



HYDRA: A Dynamic Compositional Visual Reasoning Framework



Addressing the need for complex visual reasoning, VISREAS dataset introduces unanswerable questions to enhance model performance.
