# WSI-level Evaluation on MSHS, MSKCC, BCa, IBD

Source: [WSI-level Evaluation on MSHS, MSKCC, BCa, IBD](<https://www.sota2.com/research/sota/wsi-level-evaluation-on-mshs-mskcc-bca-ibd>)

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

Data updated: 2026-02-26T05:54:32.310Z

Evaluation of Whole Slide Image (WSI) level performance across the combined MSHS, MSKCC, BCa, and IBD pathology datasets, reporting an overall 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 | WSI-level Evaluation |
| Dataset (including any stated split) | MSHS, MSKCC, BCa, IBD |
| Metric | Overall Score |
| 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

- [Overall Score](<https://www.sota2.com/research/sota/wsi-level-evaluation-on-mshs-mskcc-bca-ibd.md?metric=Overall%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Overall Score | Result date | Report paper |
| --- | --- | --- | --- |
| T1-BS | 83.3 | Not recorded | 68fa79e61e209131cea7fdc8 |
| S-BS | 82.8 | Not recorded | 68fa79e61e209131cea7fdc8 |
| F-BR | 82.6 | Not recorded | 68fa79e61e209131cea7fdc8 |
| S-BR | 81.8 | Not recorded | 68fa79e61e209131cea7fdc8 |
| T1-BR | 81.5 | Not recorded | 68fa79e61e209131cea7fdc8 |

### T1-BS

Overall Score: 83.3. Result ID: 698b63807a967eddb76e2d52.

[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-BS

Overall Score: 82.8. Result ID: 698b63807a967eddb76e2d50.

[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

Overall Score: 82.6. Result ID: 698b63807a967eddb76e2d4e.

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

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

### S-BR

Overall Score: 81.8. Result ID: 698b63807a967eddb76e2d4f.

[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

Overall Score: 81.5. Result ID: 698b63807a967eddb76e2d51.

[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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