# Visual Question Answering on MIMIC-VQA (test)

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

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

Data updated: 2026-02-26T05:30:20.158Z

Evaluation of model performance on the test split of the MIMIC-VQA 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) | MIMIC-VQA (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-mimic-vqa-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| VILA-M3 | 86.4 | Not recorded | 68fa773a1e209131cea71cf8 |
| VILA-M3 | 82.4 | Not recorded | 68fa773a1e209131cea71cf8 |
| VILA-M3 | 82.1 | Not recorded | 68fa773a1e209131cea71cf8 |
| VILA-M3 | 81.9 | Not recorded | 68fa773a1e209131cea71cf8 |
| Med-Gemini | 78.6 | Not recorded | 68fa773a1e209131cea71cf8 |

### VILA-M3

Accuracy: 86.4. Result ID: 69946e8d3a6c3148491d33a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

Recorded evaluation configuration: {"Number of Parameters":"13B"}. This record does not assert independent reproduction.

### VILA-M3

Accuracy: 82.4. Result ID: 69946e8d3a6c3148491d33a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

Recorded evaluation configuration: {"Number of Parameters":"3B"}. This record does not assert independent reproduction.

### VILA-M3

Accuracy: 82.1. Result ID: 69946e8d3a6c3148491d33a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

Recorded evaluation configuration: {"Number of Parameters":"8B"}. This record does not assert independent reproduction.

### VILA-M3

Accuracy: 81.9. Result ID: 69946e8d3a6c3148491d33a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

Recorded evaluation configuration: {"Number of Parameters":"40B"}. This record does not assert independent reproduction.

### Med-Gemini

Accuracy: 78.6. Result ID: 69946e8d3a6c3148491d33a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71cf8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73141e209131cea5a5c0.md>)

Recorded evaluation configuration: {"Number of Parameters":"1.5T"}. This record does not assert independent reproduction.

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