# Document Visual Question Answering on DocVQA (Pass@1)

Source: [Document Visual Question Answering on DocVQA (Pass@1)](<https://www.sota2.com/research/sota/document-visual-question-answering-on-docvqa-pass-at-1>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-12T15:42:54.883Z

Evaluation of model performance on the DocVQA dataset for Document Visual Question Answering, specifically reporting the Pass@1 metric.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Document Visual Question Answering |
| Dataset (including any stated split) | DocVQA |
| Metric | Pass@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Pass@1](<https://www.sota2.com/research/sota/document-visual-question-answering-on-docvqa-pass-at-1.md?metric=Pass%401>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Pass@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen 3.5 | 95.9 | Not recorded | 6a02b479dbc836b87d824bfb |
| GLM-4.5V | 93.78 | Not recorded | 6a02b479dbc836b87d824bfb |
| Llama 4 Maverick | 93.09 | Not recorded | 6a02b479dbc836b87d824bfb |
| Phoenix-VL 1.5 Medium | 93.05 | Not recorded | 6a02b479dbc836b87d824bfb |

### Qwen 3.5

Pass@1: 95.9. Result ID: 6a03491b47f34ce924e8799d.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b479dbc836b87d824bfb.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Parameters":"122B-A10B","Organization":"Alibaba Cloud"}. This record does not assert independent reproduction.

### GLM-4.5V

Pass@1: 93.78. Result ID: 6a03491b47f34ce924e8799c.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b479dbc836b87d824bfb.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Parameters":"106B-A12B","Organization":"Z.ai"}. This record does not assert independent reproduction.

### Llama 4 Maverick

Pass@1: 93.09. Result ID: 6a03491b47f34ce924e8799b.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b479dbc836b87d824bfb.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Parameters":"400B-A17B","Organization":"MetaAI"}. This record does not assert independent reproduction.

### Phoenix-VL 1.5 Medium

Pass@1: 93.05. Result ID: 6a03491b47f34ce924e8799a.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b479dbc836b87d824bfb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b479dbc836b87d824bfb.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Parameters":"123B","Organization":"HTX"}. This record does not assert independent reproduction.

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