Datasets › VisualMRC
VisualMRC (VisualMRC: Machine Reading Comprehension on Document Images)
VisualMRC is a visual machine reading comprehension dataset that proposes a task: given a question and a document image, a model produces an abstractive answer.
You can find more details, analyses, and baseline results in the paper, VisualMRC: Machine Reading Comprehension on Document Images, AAAI 2021.
Statistics: 10,197 images 30,562 QA pairs 10.53 average question tokens (tokenizing with NLTK tokenizer) 9.53 average answer tokens (tokenizing wit NLTK tokenizer) 151.46 average OCR tokens (tokenizing with NLTK tokenizer)
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Visual Question Answering | VisualMRC | LayoutT5 (Large) CIDEr 364.2 | VisualMRC: Machine Reading Comprehension on Document Images | nttmdlab-nlp/VisualMRC | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 36. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| VisualMRC: Machine Reading Comprehension on Document Images | 1 | 1 | 27 Jan 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- VisualMRC
1 variant name, as the archive lists them.
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