# Stepwise Medical Reasoning on Step-CoT 200 cases sample (test)

Source: [Stepwise Medical Reasoning on Step-CoT 200 cases sample (test)](<https://www.sota2.com/research/sota/stepwise-medical-reasoning-on-step-cot-200-cases-sample-test>)

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

Data updated: 2026-03-17T08:52:56.380Z

Evaluation of model performance on the test sample of the Step-CoT dataset, focusing on Stepwise Medical Reasoning capabilities, measured by Detection, Distribution, Location, and Diagnosis scores.

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 | Stepwise Medical Reasoning |
| Dataset (including any stated split) | Step-CoT 200 cases sample (test) |
| Metric | Detection Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Detection Score](<https://www.sota2.com/research/sota/stepwise-medical-reasoning-on-step-cot-200-cases-sample-test.md?metric=Detection%20Score>): Higher is better; unit: PERCENT.

- [Distribution Score](<https://www.sota2.com/research/sota/stepwise-medical-reasoning-on-step-cot-200-cases-sample-test.md?metric=Distribution%20Score>): Higher is better; unit: PERCENT.

- [Location Score](<https://www.sota2.com/research/sota/stepwise-medical-reasoning-on-step-cot-200-cases-sample-test.md?metric=Location%20Score>): Higher is better; unit: PERCENT.

- [Diagnosis Score](<https://www.sota2.com/research/sota/stepwise-medical-reasoning-on-step-cot-200-cases-sample-test.md?metric=Diagnosis%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Detection Score | Result date | Report paper |
| --- | --- | --- | --- |
| Teacher | 88.5 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Student | 80.4 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Clinician | 72.1 | Not recorded | 69b8dff20636e5bf4afbe8c0 |

### Teacher

Detection Score: 88.5. Result ID: 69b9165a47f34ce924a1c3c1.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff20636e5bf4afbe8c0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8dff20636e5bf4afbe8c0.md>)

Recorded evaluation configuration: {"Test sample size":"200 cases"}. This record does not assert independent reproduction.

### Student

Detection Score: 80.4. Result ID: 69b9165a47f34ce924a1c3c2.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff20636e5bf4afbe8c0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8dff20636e5bf4afbe8c0.md>)

Recorded evaluation configuration: {"Test sample size":"200 cases"}. This record does not assert independent reproduction.

### Clinician

Detection Score: 72.1. Result ID: 69b9165a47f34ce924a1c3c0.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff20636e5bf4afbe8c0.md>)

Recorded evaluation configuration: {"Test sample size":"200 cases"}. This record does not assert independent reproduction.

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