Fig. 2: Performance on nanomaterial data extraction.
From: Agent-based multimodal information extraction for nanomaterials
The performance of numerical nanomaterial parameters extraction from scientific papers using different multi-agent system configurations (Text only and Text+NER) was calculated based on 25 experiments from 19 test papers. Average precision (A) and recall (B) of the numerical nanomaterial parameter extraction are presented. Performance of the main agent in сategorical nanomaterial parameter extraction using normalized Levenshtein distance is depicted for formula (C), crystal system (D), and surface (E) parameters.
