We present a novel benchmark and associated evaluation metrics for assessing the performance of text anonymization methods. Text anonymization. defined as the task of editing a text document to prevent the disclosure of personal information. currently suffers from a shortage of privacy-oriented annotated text resources. https://ashleyshomestores.shop/product-category/tall-pier/