EHC, a memory-augmented tool-use agent that retrieves category-specific past experiences, outperforms the CLOVA baseline on GQA, NLVR2, MagicBrush editing, and image tagging without updating model parameters.
Experimental Setup Datasets and Evaluation Protocol.To evaluate EHC, we conducted experiments using standard benchmark datasets and widely adopted evaluation metrics
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Efficiently Enhancing General Agents With Hierarchical-categorical Memory
EHC, a memory-augmented tool-use agent that retrieves category-specific past experiences, outperforms the CLOVA baseline on GQA, NLVR2, MagicBrush editing, and image tagging without updating model parameters.