MathVista.

MathVista is a dataset designed to evaluate mathematical reasoning in visual contexts for vision language models. It includes 6,141 examples collected from 31 different datasets, divided into a "testmini" subset (1,000 examples for model development and validation) and a "test" subset (5,141 examples for standard evaluation).

Best published scores.

No results indexed yet — be the first to submit a score.

Neighbouring benchmarks.

Other Vision-Language Models datasets on Codesota.

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

• 01A public checkpoint or API endpoint
• 02A reproduction script with frozen commit + seed
• 03Declared evaluation environment (Python, deps)
• 04One row per metric declared by this dataset
• 05A contact so we can follow up on discrepancies