Datasets › DocVQA
DocVQA
DocVQA consists of 50,000 questions defined on 12,000+ document images.
Benchmarks archive 2025-07-28
All 3 leaderboards 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 (VQA) | DocVQA test | Human ANLS 0.9436 | DocVQA: A Dataset for VQA on Document Images | anisha2102/docvqa +2 | 33 | Compare |
| Visual Question Answering (VQA) | DocVQA val | BERT LARGE Baseline Accuracy 54.48 | DocVQA: A Dataset for VQA on Document Images | anisha2102/docvqa +2 | 2 | Compare |
| Visual Question Answering (VQA) | DocVQA | ChatGPT 3.5 with LAPDoc Prompt (SpatialFormat) ANLS 79.8 | LAPDoc: Layout-Aware Prompting for Documents | — | 1 | Compare |
Papers archive 2025-07-28
19 shown of 19 papers 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 290. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
No language tagged.
Variants archive 2025-07-28
- DocVQA val
- DocVQA test
- DocVQA
3 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections