MMIR Benchmark

What is MMIR?

A benchmark for evaluating Multimodal Large Language Models (MLLMs) on detecting and reasoning about inconsistencies in layout-rich multimodal content. MMIR…

Released

2025-02-22

Modality

multimodal

Evaluates

多模态, Multimodal, 推理, Reasoning, 多模态模型, VLM, 逻辑推理, 不支持, Unsupported

Openness

unknown

Importer

OpenCompass Hub

Reported scores

0

Source provenance

• Original evidence https://hub.opencompass.org.cn/dataset-detail/MMIR

MMIR paper, code and dataset

• Paper https://arxiv.org/abs/2502.16033
• Code https://github.com/eric-ai-lab/MMIR
• Dataset https://huggingface.co/datasets/rippleripple/MMIR

Which sources cite MMIR?

• MMIR

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