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Dataset · Hugging Face

him1411/polymath

Paper Information We present PolyMATH, a challenging benchmark aimed at evaluating the general cognitive reasoning abilities of MLLMs. PolyMATH comprises 5,000 manually collected high-quality images of cognitive textual and visual challenges across 10 distinct categories, including pattern recognition, spatial reasoning, and relative reasoning. We conducted a comprehensive, and quantitative evaluation of 15 MLLMs using four diverse prompting strategies, including… See the full description on the dataset page: https://huggingface.co/datasets/him1411/polymath.

Author / organizationhim1411
License (as declared)afl-3.0
Downloads331 (as reported by Hugging Face)
Likes8
Created6 October 2024
Last updated at source24 October 2024
multi-modal-qaarithmetic-reasoningstatistical-reasoningalgebraic-reasoninggeometry-reasoningnumeric-common-sensescientific-reasoninglogical-reasoninggeometry-diagramsynthetic-scenechartplotscientific-figuretablefunction-plotpuzzle-testmathematics
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  • 16 Oct 2026 Description: Paper Information We present PolyMATH, a challenging benchmark aimed at evaluating the general cognitive reasoning abilities of MLLMs. PolyMATH comprises 5,000 manually collected high-quality images of cognitive textual and visual challenge → Paper Information We present PolyMATH, a challenging benchmark aimed at evaluating the general cognitive reasoning abilities of MLLMs. PolyMATH comprises 5,000 manually collected high-quality images of cognitive textual and visual challenge

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