MaCBench — leaderboard

Chemistry and materials multimodal benchmark evaluating VLMs across lab, molecular, crystallography, MOF, spectroscopy, patent-figure, table-QA, and XRD tasks.

Source: huggingface.co.

Interactive version: theaggregate.ai/benchmark?slug=macbench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.