Mmmu

Fresh

Multimodal benchmark environment

Type: RL Env
Publisher: Prime Intellect
Tags: Mmmu Reasoning Academic V1 Multimodal
License: unknown
Size: v0.1.0
Published: Dec 2025
Updated: Sep 2026
Canonical: app.primeintellect.ai/dashboard/environments/primeintellect/mmmu

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Attribution

README: api.primeintellect.ai/api/v1/environmentshub/primeintellect/mmmu/@0.1.0/inspect

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Evals this tool implements

Same problem set, this tool's harness. Run it to score a model on the test.

MMMU: Multimodal College-Level Understanding and Reasoning

University of Waterloo

Assesses multimodal AI models on challenging college-level questions covering multiple academic subjects, requiring detailed visual interpretation, in-depth reasoning, and both multiple-choice and open-ended answering abilities.

ActiveReasoning