# Visual Question Answering on FigureQA Alternate color scheme (val)

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

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

Data updated: 2026-02-26T05:28:23.027Z

Evaluation of model performance on the validation split of the FigureQA dataset, specifically using the 'Alternate color scheme' configuration.

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 Alternate color scheme (val) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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-alternate-color-scheme-val.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| PReFIL | 93.26 | Not recorded | 68fa6cf41e209131cea36ccc |
| PREFIL | 93.26 | Not recorded | 68fa6cf41e209131cea36ccc |
| CRCT | 85.04 | Not recorded | 68fa6cf41e209131cea36ccc |
| CRCT | 85.04 | Not recorded | 68fa6cf41e209131cea36ccc |
| Zou et al. | 82.95 | Not recorded | 68fa6cf41e209131cea36ccc |
| Zou et al. | 82.95 | Not recorded | 68fa6cf41e209131cea36ccc |
| LEAF-Net | 81.15 | Not recorded | 68fa6cf41e209131cea36ccc |
| LEAF-Net | 81.15 | Not recorded | 68fa6cf41e209131cea36ccc |
| RN | 72.54 | Not recorded | 68fa6cf41e209131cea36ccc |
| RN | 72.54 | Not recorded | 68fa6cf41e209131cea36ccc |

### PReFIL

Accuracy: 93.26. Result ID: 698f4e9a3a6c314849f7cc43.

[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.

### PREFIL

Accuracy: 93.26. Result ID: 698f4e9a3a6c314849f7cc63.

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

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

Recorded evaluation configuration: {"Color Scheme":"Alternate"}. This record does not assert independent reproduction.

### CRCT

Accuracy: 85.04. Result ID: 698f4e9a3a6c314849f7cc42.

[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.

### CRCT

Accuracy: 85.04. Result ID: 698f4e9a3a6c314849f7cc62.

[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: {"Color Scheme":"Alternate"}. This record does not assert independent reproduction.

### Zou et al.

Accuracy: 82.95. Result ID: 698f4e9a3a6c314849f7cc41.

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

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

### Zou et al.

Accuracy: 82.95. Result ID: 698f4e9a3a6c314849f7cc61.

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

Recorded evaluation configuration: {"Color Scheme":"Alternate"}. This record does not assert independent reproduction.

### LEAF-Net

Accuracy: 81.15. Result ID: 698f4e9a3a6c314849f7cc40.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa661e1e209131cea0e767.md>)

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

### LEAF-Net

Accuracy: 81.15. Result ID: 698f4e9a3a6c314849f7cc60.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa661e1e209131cea0e767.md>)

Recorded evaluation configuration: {"Color Scheme":"Alternate"}. This record does not assert independent reproduction.

### RN

Accuracy: 72.54. Result ID: 698f4e9a3a6c314849f7cc3f.

[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.

### RN

Accuracy: 72.54. Result ID: 698f4e9a3a6c314849f7cc5f.

[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: {"Color Scheme":"Alternate"}. This record does not assert independent reproduction.

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