# Disease Classification on Supplementary Dataset

Source: [Disease Classification on Supplementary Dataset](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset>)

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

Data updated: 2026-02-26T05:46:14.298Z

Evaluation of Disease Classification performance on the Supplementary Dataset, measured using metrics such as HR, HG, HC, NTG, and HTN.

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 | Disease Classification |
| Dataset (including any stated split) | Supplementary Dataset |
| Metric | HR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [HR](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset.md?metric=HR>): Higher is better; unit: PERCENT.

- [HG](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset.md?metric=HG>): Higher is better; unit: PERCENT.

- [HC](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset.md?metric=HC>): Higher is better; unit: PERCENT.

- [NTG](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset.md?metric=NTG>): Higher is better; unit: PERCENT.

- [HTN](<https://www.sota2.com/research/sota/disease-classification-on-supplementary-dataset.md?metric=HTN>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HR | Result date | Report paper |
| --- | --- | --- | --- |
| VAMPIRE | 97.42 | Not recorded | 68fa7a341e209131cea81bd6 |
| VisionFM | 97.16 | Not recorded | 68fa7a341e209131cea81bd6 |
| RETFound | 95.99 | Not recorded | 68fa7a341e209131cea81bd6 |
| ViT | 94.3 | Not recorded | 68fa7a341e209131cea81bd6 |

### VAMPIRE

HR: 97.42. Result ID: 698b71727a967eddb76ea12b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a341e209131cea81bd6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a341e209131cea81bd6.md>)

[Implementation](<https://github.com/xmed-lab/VAMPIRE>)

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

### VisionFM

HR: 97.16. Result ID: 698b71727a967eddb76ea12a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a341e209131cea81bd6.md>)

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

### RETFound

HR: 95.99. Result ID: 698b71727a967eddb76ea129.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a341e209131cea81bd6.md>)

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

### ViT

HR: 94.3. Result ID: 698b71727a967eddb76ea128.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a341e209131cea81bd6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a0b1e209131cea25b04.md>)

[Implementation](<https://github.com/google-research/vision_transformer>)

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

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