HMGIE detects image-caption inconsistencies by hierarchically questioning an MLLM along a caption-derived semantic graph, and reports accuracy and completeness scores.
Flamingo: a visual language model for few-shot learning
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HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing
HMGIE detects image-caption inconsistencies by hierarchically questioning an MLLM along a caption-derived semantic graph, and reports accuracy and completeness scores.