# RoI-level classification on Overall average across datasets

Source: [RoI-level classification on Overall average across datasets](<https://www.sota2.com/research/sota/roi-level-classification-on-overall-average-across-datasets>)

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

Data updated: 2026-02-26T06:09:07.891Z

Average performance of RoI-level classification models across multiple datasets, typically measured using balanced Accuracy (bACC).

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 | RoI-level classification |
| Dataset (including any stated split) | Overall average across datasets |
| Metric | bACC |
| 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

- [bACC](<https://www.sota2.com/research/sota/roi-level-classification-on-overall-average-across-datasets.md?metric=bACC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | bACC | Result date | Report paper |
| --- | --- | --- | --- |
| T1-BS | 82 | Not recorded | 68fa79e61e209131cea7fdc8 |
| S-BS | 80.8 | Not recorded | 68fa79e61e209131cea7fdc8 |
| F-BR | 79.9 | Not recorded | 68fa79e61e209131cea7fdc8 |
| T1-BR | 79.8 | Not recorded | 68fa79e61e209131cea7fdc8 |
| S-BR | 78.9 | Not recorded | 68fa79e61e209131cea7fdc8 |

### T1-BS

bACC: 82. Result ID: 698b63807a967eddb76e2d7f.

[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

bACC: 80.8. Result ID: 698b63807a967eddb76e2d7d.

[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

bACC: 79.9. Result ID: 698b63807a967eddb76e2d7b.

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

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

### T1-BR

bACC: 79.8. Result ID: 698b63807a967eddb76e2d7e.

[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.

### S-BR

bACC: 78.9. Result ID: 698b63807a967eddb76e2d7c.

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

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

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