DELINE8K: A Comprehensive Synthetic Dataset for Semantic Segmentation of Historical Documents

A novel synthetic data pipeline, DELINE8K, is introduced to address the limitations of existing datasets in the semantic segmentation of historical documents, demonstrating superior performance on the National Archives Forms Semantic Segmentation (NAFSS) benchmark.