Verified86%Harbor: pendingMultimodalKnowledge & Reasoning

MMMU

Massive Multi-discipline Multimodal

MMMU: 11.5K大学级图文题,30学科

How to run

ltb · mmmu
$ npm i -g lettokenburn-cli
$ ltb bench pull mmmu

External harness. pip install lm-eval && lm_eval --model <hf|vllm|openai-chat-completions> --model_args <model args> --tasks mmmu_val_art (lm-evaluation-harness task family 'mmmu') https://github.com/EleutherAI/lm-evaluation-harness

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

Scores

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Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

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About

MMMU (Massive Multi-discipline Multimodal) — 11.5K大学级图文题,30学科. Scoring: 准确率. Difficulty: 高. Imported from benchmark_research.md (2026-06).