Fig. 3: Performance on nanozyme data extraction, characterizing the catalytic activity of nanomaterials.
From: Agent-based multimodal information extraction for nanomaterials
The performance of numerical nanozyme parameter extraction from scientific papers using different multi-agent system configurations (Text only, Text+Vision, and Text+Vision+NER) was calculated based on 56 experiments from 19 test papers. Average precision (A) and recall (B) of nanozyme data extraction are presented. The performance of сategorical nanozyme parameter extraction using normalized Levenshtein distance is depicted for catalytic activity (C) and reaction type (D) parameters.
