# Detection on Clinical Expert Evaluation set (N=200)

Source: [Detection on Clinical Expert Evaluation set (N=200)](<https://www.sota2.com/research/sota/detection-on-clinical-expert-evaluation-set-n-200>)

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

Data updated: 2026-03-17T08:52:56.399Z

Evaluation of Detection performance on the Clinical Expert Evaluation set (N=200), reporting metrics such as Accuracy, Sensitivity, Specificity, and F1-Score.

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 | Detection |
| Dataset (including any stated split) | Clinical Expert Evaluation set (N=200) |
| Metric | Accuracy |
| Unit | PERCENT |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/detection-on-clinical-expert-evaluation-set-n-200.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Sensitivity](<https://www.sota2.com/research/sota/detection-on-clinical-expert-evaluation-set-n-200.md?metric=Sensitivity>): Higher is better; unit: PERCENT.

- [Specificity](<https://www.sota2.com/research/sota/detection-on-clinical-expert-evaluation-set-n-200.md?metric=Specificity>): Higher is better; unit: PERCENT.

- [F1-Score](<https://www.sota2.com/research/sota/detection-on-clinical-expert-evaluation-set-n-200.md?metric=F1-Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Teacher | 88.5 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Student | 80.4 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Teacher | 79.6 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Clinician | 72.1 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Student | 70.2 | Not recorded | 69b8dff20636e5bf4afbe8c0 |
| Clinician | 69.1 | Not recorded | 69b8dff20636e5bf4afbe8c0 |

### Teacher

Accuracy: 88.5. Result ID: 69b9165a47f34ce924a1c3c4.

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

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

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

### Student

Accuracy: 80.4. Result ID: 69b9165a47f34ce924a1c3c5.

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

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

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

### Teacher

Accuracy: 79.6. Result ID: 69b9165a47f34ce924a1c3ca.

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

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

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

### Clinician

Accuracy: 72.1. Result ID: 69b9165a47f34ce924a1c3c3.

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

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

### Student

Accuracy: 70.2. Result ID: 69b9165a47f34ce924a1c3cb.

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

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

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

### Clinician

Accuracy: 69.1. Result ID: 69b9165a47f34ce924a1c3c9.

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

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

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