Document AI: A Comparative Study of Transformer-Based, Graph-Based Models, and Convolutional Neural Networks For Document Layout Analysis

1 code implementation • 29 Aug 2023 • Sotirios Kastanas, Shaomu Tan, Yi He

In this study, we aim to fill these gaps by conducting a comparative evaluation of state-of-the-art models in document layout analysis and investigating the potential of cross-lingual layout analysis by utilizing machine translation techniques.

Document AI Document Layout Analysis +2