# Visual Question Answering on Open Images cross-task (test)

Source: [Visual Question Answering on Open Images cross-task (test)](<https://www.sota2.com/research/sota/visual-question-answering-on-open-images-cross-task-test>)

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

Data updated: 2026-02-26T05:31:51.975Z

Evaluation of Visual Question Answering performance using the test split of the Open Images cross-task benchmark.

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) | Open Images cross-task (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-open-images-cross-task-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| EVPG | 44.7 | Not recorded | 694238fb4561469362850508 |
| InternVL1.5 (SFT) | 42.7 | Not recorded | 694238fb4561469362850508 |
| InternVL1.5 (SDVP) | 42.5 | Not recorded | 694238fb4561469362850508 |
| InternVL1.5 | 41 | Not recorded | 694238fb4561469362850508 |
| InternVL1.5 | 40.6 | Not recorded | 694238fb4561469362850508 |

### EVPG

Accuracy: 44.7. Result ID: 69983f0d5698665ec49b573d.

[Reporting paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

Recorded evaluation configuration: {"Method Category":"VisProg","Evaluation Protocol":"Supervised","Backbone":"InternVL1.5"}. This record does not assert independent reproduction.

### InternVL1.5 (SFT)

Accuracy: 42.7. Result ID: 69983f0d5698665ec49b573a.

[Reporting paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73081e209131cea59f8b.md>)

[Implementation](<https://github.com/OpenGVLab/InternVL>)

Recorded evaluation configuration: {"Method Category":"End-to-end","Evaluation Protocol":"Supervised"}. This record does not assert independent reproduction.

### InternVL1.5 (SDVP)

Accuracy: 42.5. Result ID: 69983f0d5698665ec49b573c.

[Reporting paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa771e1e209131cea71290.md>)

Recorded evaluation configuration: {"Method Category":"VisProg","Evaluation Protocol":"Supervised"}. This record does not assert independent reproduction.

### InternVL1.5

Accuracy: 41. Result ID: 69983f0d5698665ec49b5739.

[Reporting paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73081e209131cea59f8b.md>)

[Implementation](<https://github.com/OpenGVLab/InternVL>)

Recorded evaluation configuration: {"Method Category":"End-to-end","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### InternVL1.5

Accuracy: 40.6. Result ID: 69983f0d5698665ec49b573b.

[Reporting paper](<https://www.sota2.com/research/paper/694238fb4561469362850508.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73081e209131cea59f8b.md>)

[Implementation](<https://github.com/OpenGVLab/InternVL>)

Recorded evaluation configuration: {"Method Category":"VisProg","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

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