A new eight-task benchmark with in-domain metrics KGI and KPI reveals that existing multimodal editing methods degrade on related samples, and the proposed HICE method achieves a better balance.
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ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing
A new eight-task benchmark with in-domain metrics KGI and KPI reveals that existing multimodal editing methods degrade on related samples, and the proposed HICE method achieves a better balance.