Fig. 7: Error pattern analysis across different LVLMs.
From: Evaluating the performance of large language & visual-language models in cervical cytology screening

a Examples of error patterns in identifying endocervical adenocarcinoma characteristics. b Error patterns in identifying three-dimensional cell cluster features.