MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks

Research article (Information Fusion, 2025) · cited 15× · AI/ML
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MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks

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MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks is a scholarly article[1].

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  • MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks. Retrieved May 24, 2026, from https://4ort.xyz/entity/mm-instructeval-zero-shot-evaluation-of-multimodal-large-language-models-on-multimodal-reasoning-tasks
MLA “MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/mm-instructeval-zero-shot-evaluation-of-multimodal-large-language-models-on-multimodal-reasoning-tasks.
BibTeX @misc{4ortxyz_mm-instructeval-zero-shot-evaluation-of-multimodal-large-language-models-on-multimodal-reasoning-tasks_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks}}, year = {2026}, url = {https://4ort.xyz/entity/mm-instructeval-zero-shot-evaluation-of-multimodal-large-language-models-on-multimodal-reasoning-tasks}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks — https://4ort.xyz/entity/mm-instructeval-zero-shot-evaluation-of-multimodal-large-language-models-on-multimodal-reasoning-tasks (retrieved 2026-05-24)

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