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Current VLMs ace diagram question answering, but DRAGON reveals they often fake it, failing to ground their answers in the actual visual evidence.
Decoupling table preprocessing from reasoning with QuIeTT unlocks consistent performance gains on table QA benchmarks, even for structurally diverse questions.
