Does your AI truly ‘see’ math diagrams, or is it just faking calculus cool? The new MathVerse benchmark challenges LLMs in a mathletic competition, deciphering diagrams with a 2,612-problem set, each with six modality-variant-multi-tests for a grand total of 15K samples.

Highlights from MathVerse’s Mathematical Marathon:

• MathVerse is tweaking the noses of multi-modal LLMs with over 15K visual math challenges.

• The benchmark concocts a visual math stew, wondering whether LLMs can digest the sight-heavy diet for genuine math reasoning.

• A new ‘Chain-of-Thought’ scorecard - no more True or False; it’s more like a gold, silver, or bronze for each thinking throb in the AI’s mathy mind.

Leapfrogging beyond the numerical padawan stage, MathVerse gives us rare insights into the uncharted calculus cosmos, urging digital brains to truly comprehend rather than just compute.