# TCM Qualitative Clinical Expert Evaluation on 4 complex TCM clinical cases

Source: [TCM Qualitative Clinical Expert Evaluation on 4 complex TCM clinical cases](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases>)

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

Data updated: 2026-03-10T13:00:55.783Z

Qualitative expert evaluation of model performance on four complex Traditional Chinese Medicine (TCM) clinical case scenarios, assessing reasoning, diagnosis accuracy, pathology logic, prescription quality, and explanation clarity.

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 | TCM Qualitative Clinical Expert Evaluation |
| Dataset (including any stated split) | 4 complex TCM clinical cases |
| Metric | Reasoning Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Reasoning Score](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases.md?metric=Reasoning%20Score>): Higher is better; unit: SCALAR.

- [Diagnosis Score](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases.md?metric=Diagnosis%20Score>): Higher is better; unit: SCALAR.

- [Pathology Logic Score](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases.md?metric=Pathology%20Logic%20Score>): Higher is better; unit: SCALAR.

- [Prescription Quality Score](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases.md?metric=Prescription%20Quality%20Score>): Higher is better; unit: SCALAR.

- [Explicability Score](<https://www.sota2.com/research/sota/tcm-qualitative-clinical-expert-evaluation-on-4-complex-tcm-clinical-cases.md?metric=Explicability%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Reasoning Score | Result date | Report paper |
| --- | --- | --- | --- |
| CORE-Acu | 9.53 | Not recorded | 69afa5bc2d603e6de3e43ec1 |
| GLM-4.6 | 6.33 | Not recorded | 69afa5bc2d603e6de3e43ec1 |
| GPT-4o | 6 | Not recorded | 69afa5bc2d603e6de3e43ec1 |
| Qwen-Max | 6 | Not recorded | 69afa5bc2d603e6de3e43ec1 |
| Qwen3-8B | 5 | Not recorded | 69afa5bc2d603e6de3e43ec1 |
| HuatuoGPT | 4 | Not recorded | 69afa5bc2d603e6de3e43ec1 |

### CORE-Acu

Reasoning Score: 9.53. Result ID: 69b015f16dbb7075b95a1ac2.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GLM-4.6

Reasoning Score: 6.33. Result ID: 69b015f16dbb7075b95a1ac4.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GPT-4o

Reasoning Score: 6. Result ID: 69b015f16dbb7075b95a1ac3.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen-Max

Reasoning Score: 6. Result ID: 69b015f16dbb7075b95a1ac6.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen3-8B

Reasoning Score: 5. Result ID: 69b015f16dbb7075b95a1ac7.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### HuatuoGPT

Reasoning Score: 4. Result ID: 69b015f16dbb7075b95a1ac5.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5bc2d603e6de3e43ec1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f7c1e209131cea45e88.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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