# Disease Diagnosis on CMCQA

Source: [Disease Diagnosis on CMCQA](<https://www.sota2.com/research/sota/disease-diagnosis-on-cmcqa>)

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

Data updated: 2026-02-26T06:08:52.364Z

Evaluation of model performance on disease diagnosis using the CMCQA dataset, assessed via pairwise comparison metrics (Win/Tie/Lose).

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 | Disease diagnosis |
| Dataset (including any stated split) | CMCQA |
| Metric | Win Rate |
| 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

- [Win Rate](<https://www.sota2.com/research/sota/disease-diagnosis-on-cmcqa.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

- [Tie Rate](<https://www.sota2.com/research/sota/disease-diagnosis-on-cmcqa.md?metric=Tie%20Rate>): Lower is better; unit: PERCENT.

- [Loss Rate](<https://www.sota2.com/research/sota/disease-diagnosis-on-cmcqa.md?metric=Loss%20Rate>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| MindMap | 37.18 | Not recorded | 68fa72631e209131cea56268 |
| MindMap | 35.68 | Not recorded | 68fa72631e209131cea56268 |
| MindMap | 34.4 | Not recorded | 68fa72631e209131cea56268 |
| MindMap | 30.98 | Not recorded | 68fa72631e209131cea56268 |
| MindMap | 27.99 | Not recorded | 68fa72631e209131cea56268 |

### MindMap

Win Rate: 37.18. Result ID: 699236423a6c3148490d5801.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Implementation](<https://github.com/wyl-willing/MindMap>)

Recorded evaluation configuration: {"Comparison Baseline":"Embedding Retriever","Evaluator":"GPT-4"}. This record does not assert independent reproduction.

### MindMap

Win Rate: 35.68. Result ID: 699236423a6c3148490d57ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Implementation](<https://github.com/wyl-willing/MindMap>)

Recorded evaluation configuration: {"Comparison Baseline":"GPT-3.5","Evaluator":"GPT-4"}. This record does not assert independent reproduction.

### MindMap

Win Rate: 34.4. Result ID: 699236423a6c3148490d5802.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Implementation](<https://github.com/wyl-willing/MindMap>)

Recorded evaluation configuration: {"Comparison Baseline":"KG Retriever","Evaluator":"GPT-4"}. This record does not assert independent reproduction.

### MindMap

Win Rate: 30.98. Result ID: 699236423a6c3148490d5800.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Implementation](<https://github.com/wyl-willing/MindMap>)

Recorded evaluation configuration: {"Comparison Baseline":"BM25 Retriever","Evaluator":"GPT-4"}. This record does not assert independent reproduction.

### MindMap

Win Rate: 27.99. Result ID: 699236423a6c3148490d5803.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72631e209131cea56268.md>)

[Implementation](<https://github.com/wyl-willing/MindMap>)

Recorded evaluation configuration: {"Comparison Baseline":"GPT-4","Evaluator":"GPT-4"}. This record does not assert independent reproduction.

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