Dataset

VDEBench - Visual Document Editing (3506 examples)

Contains 3,506 dense document-page edit examples with image input, text instruction, target image, and optional masks for English and Chinese text/table edits.

Hugging Face ↗Oct 15, 2026Paper ↗Code ↗

  • multimodal
  • document-editing
  • table-editing
  • bilingual
Data statistics charts showing fund counts, scale trends, and top regions distribution
Data statistics charts showing fund counts, scale trends, and top regions distribution

What it is

Benchmark for instruction-guided editing of dense English and Chinese document images, with localized text/table changes and reference outputs. 3,506 document-image editing examples with input page, edit instruction, target page, and region/change masks across 7 text and table edit types in English and Chinese.

Key results

  • 3,506 test examples total
  • 7 edit types: 3 text and 4 table tasks
  • Bilingual English and Chinese document images

Useful for benchmarking models that must edit document images locally while preserving layout, typography, and nearby content.

One useful ML email a week.

Worth your time, not all of your time.

We track new ML work across papers, code, and data, then keep only the pieces worth a closer look. Selected, not collected.

Papers.Data.Code

The Weekly ML Signal

Selected, not collected.

One useful ML email a week: the papers, repos and datasets worth your attention.

Worth your time, not all of your time.