# Biomarker Prediction on MSHS

Source: [Biomarker Prediction on MSHS](<https://www.sota2.com/research/sota/biomarker-prediction-on-mshs>)

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

Data updated: 2026-02-26T05:41:50.195Z

Evaluation of model performance for predicting specific biomarkers (ER, HER2, PR, EGFR) using the MSHS dataset.

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 | Biomarker Prediction |
| Dataset (including any stated split) | MSHS |
| Metric | ER |
| 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

- [ER](<https://www.sota2.com/research/sota/biomarker-prediction-on-mshs.md?metric=ER>): Higher is better; unit: PERCENT.

- [HER2](<https://www.sota2.com/research/sota/biomarker-prediction-on-mshs.md?metric=HER2>): Higher is better; unit: PERCENT.

- [PR](<https://www.sota2.com/research/sota/biomarker-prediction-on-mshs.md?metric=PR>): Higher is better; unit: PERCENT.

- [EGFR](<https://www.sota2.com/research/sota/biomarker-prediction-on-mshs.md?metric=EGFR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ER | Result date | Report paper |
| --- | --- | --- | --- |
| S-BS | 96.6 | Not recorded | 68fa79e61e209131cea7fdc8 |
| F-BR | 96.5 | Not recorded | 68fa79e61e209131cea7fdc8 |
| T1-BS | 96.2 | Not recorded | 68fa79e61e209131cea7fdc8 |
| S-BR | 96.1 | Not recorded | 68fa79e61e209131cea7fdc8 |
| T1-BR | 95.7 | Not recorded | 68fa79e61e209131cea7fdc8 |

### S-BS

ER: 96.6. Result ID: 698b63807a967eddb76e2d3c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

[Implementation](<https://github.com/swiss-ai/patho-ssl-data-curation>)

Recorded evaluation configuration: {"Setting":"S-BS"}. This record does not assert independent reproduction.

### F-BR

ER: 96.5. Result ID: 698b63807a967eddb76e2d3a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

Recorded evaluation configuration: {"Setting":"F-BR"}. This record does not assert independent reproduction.

### T1-BS

ER: 96.2. Result ID: 698b63807a967eddb76e2d3e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

[Implementation](<https://github.com/swiss-ai/patho-ssl-data-curation>)

Recorded evaluation configuration: {"Setting":"T1-BS"}. This record does not assert independent reproduction.

### S-BR

ER: 96.1. Result ID: 698b63807a967eddb76e2d3b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

Recorded evaluation configuration: {"Setting":"S-BR"}. This record does not assert independent reproduction.

### T1-BR

ER: 95.7. Result ID: 698b63807a967eddb76e2d3d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73d91e209131cea5e7d2.md>)

Recorded evaluation configuration: {"Setting":"T1-BR"}. This record does not assert independent reproduction.

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