# Diagnosis on Noor Eye Hospital n=30 (test)

Source: [Diagnosis on Noor Eye Hospital n=30 (test)](<https://www.sota2.com/research/sota/diagnosis-on-noor-eye-hospital-n-30-test>)

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

Data updated: 2026-02-26T05:36:36.578Z

Evaluation of diagnostic performance on the test split of the Noor Eye Hospital n=30 dataset, measured using metrics such as BAcc, AUROC, and AP.

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 | Diagnosis |
| Dataset (including any stated split) | Noor Eye Hospital n=30 (test) |
| Metric | BAcc |
| 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

- [BAcc](<https://www.sota2.com/research/sota/diagnosis-on-noor-eye-hospital-n-30-test.md?metric=BAcc>): Higher is better; unit: PERCENT.

- [AUROC](<https://www.sota2.com/research/sota/diagnosis-on-noor-eye-hospital-n-30-test.md?metric=AUROC>): Higher is better; unit: PERCENT.

- [AP](<https://www.sota2.com/research/sota/diagnosis-on-noor-eye-hospital-n-30-test.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | BAcc | Result date | Report paper |
| --- | --- | --- | --- |
| RetFiner-R | 95.3 | Not recorded | 68fa79b51e209131cea7f063 |
| VisionFM | 94 | Not recorded | 68fa79b51e209131cea7f063 |
| RetFiner-V | 93.3 | Not recorded | 68fa79b51e209131cea7f063 |
| RetFiner-U | 92 | Not recorded | 68fa79b51e209131cea7f063 |
| RETFound | 88 | Not recorded | 68fa79b51e209131cea7f063 |
| UrFound | 88 | Not recorded | 68fa79b51e209131cea7f063 |

### RetFiner-R

BAcc: 95.3. Result ID: 698b5a687a967eddb76ddf1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Implementation](<https://github.com/ronnief1/RetFiner>)

Recorded evaluation configuration: {"Protocol":"Linear probing","Base Model":"RETFound"}. This record does not assert independent reproduction.

### VisionFM

BAcc: 94. Result ID: 698b5a687a967eddb76ddf1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

Recorded evaluation configuration: {"Protocol":"Linear probing"}. This record does not assert independent reproduction.

### RetFiner-V

BAcc: 93.3. Result ID: 698b5a687a967eddb76ddf1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Implementation](<https://github.com/ronnief1/RetFiner>)

Recorded evaluation configuration: {"Protocol":"Linear probing","Base Model":"VisionFM"}. This record does not assert independent reproduction.

### RetFiner-U

BAcc: 92. Result ID: 698b5a687a967eddb76ddf1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Implementation](<https://github.com/ronnief1/RetFiner>)

Recorded evaluation configuration: {"Protocol":"Linear probing","Base Model":"UrFound"}. This record does not assert independent reproduction.

### RETFound

BAcc: 88. Result ID: 698b5a687a967eddb76ddf19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

Recorded evaluation configuration: {"Protocol":"Linear probing"}. This record does not assert independent reproduction.

### UrFound

BAcc: 88. Result ID: 698b5a687a967eddb76ddf1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b51e209131cea7f063.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74721e209131cea61d9f.md>)

Recorded evaluation configuration: {"Protocol":"Linear probing"}. This record does not assert independent reproduction.

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