docling-project / docling-project/docling

Update/retrain layout model to identify correctly single column reference pages

Open
#908 1 comment 1 reaction 3 assignees Claimed by @nassarofficial View on GitHub
bug layout
Dominant language
Python
Stars
66.4k
Forks
4.8k
Avg merge
2d 21h
Merged PRs (30d)
84

Description

### Bug

Currently, I see that the layout model makes sometimes tables out of references.

### Steps to reproduce

example 1: https://arxiv.org/pdf/2106.09685

![Image](https://github.com/user-attachments/assets/9d9015e6-9954-43e4-806c-5704c39d4537)

![Image](https://github.com/user-attachments/assets/b3315619-f589-40b9-ab45-af772dfa17af)

example 2: https://arxiv.org/pdf/2501.12948

![Image](https://github.com/user-attachments/assets/f4933fb3-0b3b-405c-bdc0-2175a9d0055f)

![Image](https://github.com/user-attachments/assets/29dc691b-7904-4848-896b-f12572eb1959)

### Docling version

```
Docling version: 2.18.0
Docling Core version: 2.17.1
Docling IBM Models version: 3.3.0
Docling Parse version: 3.2.0
Python: cpython-312 (3.12.6)
Platform: macOS-15.3-arm64-arm-64bit
```

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.