# Visual Question Answering on DVQA (test)

Source: [Visual Question Answering on DVQA (test)](<https://www.sota2.com/research/sota/visual-question-answering-on-dvqa-test>)

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

Data updated: 2026-02-26T05:27:35.898Z

Evaluation of model performance on the test split of the DVQA dataset for visual question answering.

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 | Visual Question Answering |
| Dataset (including any stated split) | DVQA (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/visual-question-answering-on-dvqa-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Hybrid Model | 57.99 | Not recorded | 68fa66fb1e209131cea13686 |
| SANDY-OCR | 45.77 | Not recorded | 68fa66fb1e209131cea13686 |
| SAN | 32.1 | Not recorded | 68fa66fb1e209131cea13686 |

### Hybrid Model

Accuracy: 57.99. Result ID: 698d12908b517eb4331ecc2f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea13686.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea13686.md>)

[Implementation](<https://www.sota2.com/bit.ly/PlotQA>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SANDY-OCR

Accuracy: 45.77. Result ID: 698d12908b517eb4331ecc2e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea13686.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d0.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SAN

Accuracy: 32.1. Result ID: 698d12908b517eb4331ecc2d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea13686.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62431e209131ce9f848b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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