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The Aggregate

Unified LLM rankings, daily

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MMEB — leaderboard

MMEB evaluates model capability on multimodal tasks from the linked upstream source with V1 Overall as the primary reported metric.

Source: huggingface.co.

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

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.