Datasets:
metadata
license: cdla-permissive-2.0
PubTables-v2
PubTables-v2 is a new large-scale dataset for full-page and multi-page table extraction.
Collections
It comes in 3 collections:
Cropped Tables
- 135,578 cropped tables, with each sample containing exactly one table cropped closely to its border
- In contrast with PubTables-1M, all of the cropped tables in this collection are either long (30 or more rows) or wide (12 or more columns)
- The data in this collection supports the traditional table structure recognition (TSR) task
- Note: 5,804 of these tables are currently part of an unreleased, private test set
Single Pages
- 467,541 individual document pages, with each page containing 1 or more tables
- This collection contains 548,414 tables annotated in their full-page context
- The data in this collection supports the task of TD and the task of end-to-end table extraction (TE), or TSR in a full-page context
- Note: 43,288 of these pages are currently part of an unreleased, private test set
Full Documents
- 9,172 full documents, with all pages included and all tables annotated
- This collection focuses on multi-page tables specifically—every document contains at least one multi-page table
- In total there are 9,492 multi-page tables, 630 single-page tables split across multiple columns, and 14,740 single-page, single-part tables
- The data in this collection supports the tasks of multi-page TD, multi-page TSR (cell structure and content but not location), and cross-page table continuation prediction
Note: A small percentage of the samples in PubTables-v2 are currently part of a private, unreleased test set. These samples are held back to evaluate data leakage for the public test set in future models and will be released at some point in the future.