MaRVL-QA is a new benchmark that tests multimodal AI systems on mathematical reasoning over surface plots, with two tasks: counting topological features and recognizing geometric transformations.
Lawrence Zitnick, and Devi Parikh
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MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes
MaRVL-QA is a new benchmark that tests multimodal AI systems on mathematical reasoning over surface plots, with two tasks: counting topological features and recognizing geometric transformations.