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Yue and colleagues: MMMU multidisciplinary multimodal evaluation

Collected interleaved image/text questions demanding college-level knowledge and visual reasoning across multiple subjects.

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Collected interleaved image/text questions demanding college-level knowledge and visual reasoning across multiple subjects.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Only general multimodal benchmark construction is acquired; no medical or biological achievement is admitted. A high score does not certify expert AGI or unrestricted domain competence.

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People and systems

Xiang Yue; Yuansheng Ni; Kai Zhang; Tianyu Zheng; Ruoqi Liu; Ge Zhang; Samuel Stevens; Dongfu Jiang; Weiming Ren; Yuxuan Sun; Cong Wei; Botao Yu; Ruibin Yuan; Renliang Sun; Ming Yin; Boyuan Zheng; Zhenzhu Yang; Yibo Liu; Wenhao Huang; Huan Sun; Yu Su; Wenhu Chen

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Yue and colleagues: MMMU multidisciplinary multimodal evaluation

Collected interleaved image/text questions demanding college-level knowledge and visual reasoning across multiple subjects.

Scientific scope

Only general multimodal benchmark construction is acquired; no medical or biological achievement is admitted. A high score does not certify expert AGI or unrestricted domain competence.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Xiang Yue; Yuansheng Ni; Kai Zhang; Tianyu Zheng; Ruoqi Liu; Ge Zhang; Samuel Stevens; Dongfu Jiang; Weiming Ren; Yuxuan Sun; Cong Wei; Botao Yu; Ruibin Yuan; Renliang Sun; Ming Yin; Boyuan Zheng; Zhenzhu Yang; Yibo Liu; Wenhao Huang; Huan Sun; Yu Su; Wenhu Chen

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources