# Close-ended QA on MedQA

Source: [Close-ended QA on MedQA](<https://www.sota2.com/research/sota/close-ended-qa-on-medqa>)

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

Data updated: 2026-02-27T09:12:07.480Z

Evaluation of model performance on the MedQA dataset for Close-ended Question Answering, typically measured by Accuracy.

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 | Close-ended QA |
| Dataset (including any stated split) | MedQA |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/close-ended-qa-on-medqa.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Med-Gemini-L 1.0 | 91.1 | Not recorded | 68fa730a1e209131cea5a0f8 |
| GPT-4 with MedPrompt | 90.2 | Not recorded | 68fa730a1e209131cea5a0f8 |

### Med-Gemini-L 1.0

Accuracy: 91.1. Result ID: 69a15fe235dfcabb00e69ec1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa730a1e209131cea5a0f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa730a1e209131cea5a0f8.md>)

Recorded evaluation configuration: {"OOD":false}. This record does not assert independent reproduction.

### GPT-4 with MedPrompt

Accuracy: 90.2. Result ID: 69a15fe235dfcabb00e69ec2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa730a1e209131cea5a0f8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71461e209131cea504ce.md>)

Recorded evaluation configuration: {"OOD":false}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
