# Chart Question Answering on FigureQA Same Colors 1 (test)

Source: [Chart Question Answering on FigureQA Same Colors 1 (test)](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test>)

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

Data updated: 2026-02-26T06:11:22.513Z

Evaluation of model performance on the 'Same Colors 1' test split of the FigureQA dataset, specifically focusing on Chart Question Answering across various chart types (vBar, Pie, Line, etc.).

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 | Chart Question Answering |
| Dataset (including any stated split) | FigureQA Same Colors 1 (test) |
| Metric | vBar Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [vBar Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=vBar%20Accuracy>): Higher is better; unit: PERCENT.

- [hBar Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=hBar%20Accuracy>): Higher is better; unit: PERCENT.

- [Pie Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=Pie%20Accuracy>): Higher is better; unit: PERCENT.

- [Line Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=Line%20Accuracy>): Higher is better; unit: PERCENT.

- [Dot-line Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=Dot-line%20Accuracy>): Higher is better; unit: PERCENT.

- [Overall Accuracy](<https://www.sota2.com/research/sota/chart-question-answering-on-figureqa-same-colors-1-test.md?metric=Overall%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | vBar Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| PReFIL | 98.79 | Not recorded | 68fa68091e209131cea19b66 |

### PReFIL

vBar Accuracy: 98.79. Result ID: 698d55338b517eb43320b63a.

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

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

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

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