# DocVQA

DocVQA is an AI benchmark; this page records what it measures and traces its data, grader, and scores to primary sources.

Measures question answering over document images where layout, text, and document structure matter.

## Details

- Address: Online, Global
- Website: [www.docvqa.org/datasets/docvqa](<https://www.docvqa.org/datasets/docvqa>)
- Tags: Helpful, Science
- Category: Multimodal
- Status: Active
- Data licence: unknown
- Data access: gated
- Grader: exact
- Organization: DocVQA team
- Released: 2020-07
- Paper: [arxiv.org/abs/2007.00398](<https://arxiv.org/abs/2007.00398>)
- Leaderboard: [www.docvqa.org/](<https://www.docvqa.org/>)
- Task count: 50,000
- Top-score provenance: unknown
- ABI family: No

## Questions

### Where is DocVQA?

DocVQA is at Online, Global.

### How do I contact DocVQA?

To contact DocVQA, visit https://www.docvqa.org/datasets/docvqa.

## Source

From [Benchmark primary sources](https://aibenchmarkindex.com/about), license CC0-1.0, checked 2026-10-15.

Last updated October 15, 2026.

## Links

- This benchmark on the [web page](<https://aibenchmarkindex.com/global/online/docvqa>)
- [Multimodal in Online](<https://aibenchmarkindex.com/global/online/category/multimodal.md>)
- [More benchmarks in Online](<https://aibenchmarkindex.com/global/online.md>)

> **Check before you compare.** Benchmark methods and leaderboards change. Follow the cited primary source before using a result in a decision.