# Medical Question Answering on RaR-Medicine (test)

Source: [Medical Question Answering on RaR-Medicine (test)](<https://www.sota2.com/research/sota/medical-question-answering-on-rar-medicine-test>)

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

Data updated: 2026-03-18T07:41:38.473Z

Evaluation of model performance on the test split of the RaR-Medicine dataset for Medical Question Answering, reporting general scores and length statistics.

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 | Medical Question Answering |
| Dataset (including any stated split) | RaR-Medicine (test) |
| Metric | Length |
| Unit | SIZE |
| 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

- [Length](<https://www.sota2.com/research/sota/medical-question-answering-on-rar-medicine-test.md?metric=Length>): Higher is better; unit: SIZE.

- [Score](<https://www.sota2.com/research/sota/medical-question-answering-on-rar-medicine-test.md?metric=Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Length | Result date | Report paper |
| --- | --- | --- | --- |
| CHORD-μ | 1395 | Not recorded | 68fa7bfc1e209131cea8ba85 |
| CHORD-ϕ | 1128 | Not recorded | 68fa7bfc1e209131cea8ba85 |
| Pure RL | 685 | Not recorded | 68fa7bfc1e209131cea8ba85 |
| Expert Data | 550 | Not recorded | 68fa7bfc1e209131cea8ba85 |
| Original Model | 402 | Not recorded | 68fa7bfc1e209131cea8ba85 |

### CHORD-μ

Length: 1395. Result ID: 69ba56e647f34ce924a3e199.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

Recorded evaluation configuration: {"backbone":"Qwen2.5-7B-Instruct","training":"CHORD-μ"}. This record does not assert independent reproduction.

### CHORD-ϕ

Length: 1128. Result ID: 69ba56e647f34ce924a3e19a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

Recorded evaluation configuration: {"backbone":"Qwen2.5-7B-Instruct","training":"CHORD-ϕ"}. This record does not assert independent reproduction.

### Pure RL

Length: 685. Result ID: 69ba56e647f34ce924a3e198.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73101e209131cea5a395.md>)

[Implementation](<https://github.com/deepseek-ai/DeepSeek-Math>)

Recorded evaluation configuration: {"backbone":"Qwen2.5-7B-Instruct","training":"pure RL"}. This record does not assert independent reproduction.

### Expert Data

Length: 550. Result ID: 69ba56e647f34ce924a3e196.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

Recorded evaluation configuration: {"source":"medical-o1-reasoning dataset"}. This record does not assert independent reproduction.

### Original Model

Length: 402. Result ID: 69ba56e647f34ce924a3e197.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bfc1e209131cea8ba85.md>)

Recorded evaluation configuration: {"backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction.

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