# Short-fact on MedBrowseComp

Source: [Short-fact on MedBrowseComp](<https://www.sota2.com/research/sota/short-fact-on-medbrowsecomp>)

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

Data updated: 2026-05-26T13:30:19.336Z

Evaluation of model performance on the MedBrowseComp dataset for Short-fact tasks, measured by Accuracy and Search metrics.

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 | Short-fact |
| Dataset (including any stated split) | MedBrowseComp |
| 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/short-fact-on-medbrowsecomp.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Search Score](<https://www.sota2.com/research/sota/short-fact-on-medbrowsecomp.md?metric=Search%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| checker-guided medical RAG agent | 8.4 | Not recorded | 6a15297adbd7150506f7e475 |
| checker-guided medical RAG agent | 6.2 | Not recorded | 6a15297adbd7150506f7e475 |

### checker-guided medical RAG agent

Accuracy: 8.4. Result ID: 6a15a056fbc373592c0eb186.

[Reporting paper](<https://www.sota2.com/research/paper/6a15297adbd7150506f7e475.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15297adbd7150506f7e475.md>)

Recorded evaluation configuration: {"Verifier":"MedNLI-Cls","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction.

### checker-guided medical RAG agent

Accuracy: 6.2. Result ID: 6a15a056fbc373592c0eb187.

[Reporting paper](<https://www.sota2.com/research/paper/6a15297adbd7150506f7e475.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15297adbd7150506f7e475.md>)

Recorded evaluation configuration: {"Verifier":"GPT-NLI","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction.

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