# Visual Question Answering on FigureQA Original color scheme (test)

Source: [Visual Question Answering on FigureQA Original color scheme (test)](<https://www.sota2.com/research/sota/visual-question-answering-on-figureqa-original-color-scheme-test>)

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

Data updated: 2026-02-26T05:28:23.009Z

Evaluation of model performance on the test split of the FigureQA dataset variant utilizing the original color scheme for Visual Question Answering tasks.

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) | FigureQA Original color scheme (test) |
| Metric | Accuracy |
| 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

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| PReFIL | 94.88 | Not recorded | 68fa6cf41e209131cea36ccc |
| CRCT | 94.23 | Not recorded | 68fa6cf41e209131cea36ccc |
| Zou et al. | 85.37 | Not recorded | 68fa6cf41e209131cea36ccc |
| RN | 76.52 | Not recorded | 68fa6cf41e209131cea36ccc |

### PReFIL

Accuracy: 94.88. Result ID: 698f4e9a3a6c314849f7cc3e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68091e209131cea19b66.md>)

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

### CRCT

Accuracy: 94.23. Result ID: 698f4e9a3a6c314849f7cc3d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ccc.md>)

[Implementation](<https://github.com/levymsn/CQA-CRCT>)

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

### Zou et al.

Accuracy: 85.37. Result ID: 698f4e9a3a6c314849f7cc3c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ccc.md>)

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

### RN

Accuracy: 76.52. Result ID: 698f4e9a3a6c314849f7cc3b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64131e209131cea0294a.md>)

[Implementation](<https://github.com/vmichals/FigureQA-baseline>)

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

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