Wolfgang Wanek · Fields · Published January 26, 2025

Basic Book Fields II

Field ExtractionScholar+

Description

This Basic Book Layout in trained for recognizing the following: 1) headings (mostly centered, one or two lines) 2) paragraphs 3) page numbers (only in the top right corner) 4) reclamans (single words, only in the bottom right) The training set consists of 82 pages coming from a cooking book from 1592.
Open in Transkribus
High precision70.2% MaP

Mean Average Precision (MaP) measures how accurately the model detects field regions (higher is better). This model scored 70.2% on its validation set. MaP is harder to compare across models than CER, because the score depends heavily on how many distinct region types the model must distinguish. A model detecting a handful of simple fields will naturally score higher than one trained to recognise many fine-grained regions, even if both perform well in practice.

This score reflects performance on the model's own validation data. Your results will depend on how closely your documents match the training material and the complexity of the structures you need to detect.

Words973
Lines249
Training Pages75
Model ID274069