# Diabetic Retinopathy Classification on BRSET ICDR scheme (test)

Source: [Diabetic Retinopathy Classification on BRSET ICDR scheme (test)](<https://www.sota2.com/research/sota/diabetic-retinopathy-classification-on-brset-icdr-scheme-test>)

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

Data updated: 2026-02-26T05:31:47.097Z

Evaluation of Diabetic Retinopathy Classification performance on the test split of the BRSET ICDR scheme 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 | Diabetic Retinopathy Classification |
| Dataset (including any stated split) | BRSET ICDR scheme (test) |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/diabetic-retinopathy-classification-on-brset-icdr-scheme-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SOTA | 98.7 | Not recorded | 694a22509eebe296e72aab3e |
| CLIP | 97.97 | Not recorded | 694a22509eebe296e72aab3e |
| Knowledge-Enhanced Multimodal Transformer | 97.97 | Not recorded | 694a22509eebe296e72aab3e |
| Vision-Only Baseline | 93.8 | Not recorded | 694a22509eebe296e72aab3e |

### SOTA

Accuracy: 98.7. Result ID: 699819b05698665ec4738c32.

[Reporting paper](<https://www.sota2.com/research/paper/694a22509eebe296e72aab3e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73671e209131cea5c3b1.md>)

Recorded evaluation configuration: {"classification variant":"Binary DR"}. This record does not assert independent reproduction.

### CLIP

Accuracy: 97.97. Result ID: 699819b05698665ec4738c30.

[Reporting paper](<https://www.sota2.com/research/paper/694a22509eebe296e72aab3e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69581e209131cea21ad0.md>)

[Implementation](<https://github.com/OpenAI/CLIP>)

Recorded evaluation configuration: {"evaluation protocol":"zero-shot"}. This record does not assert independent reproduction.

### Knowledge-Enhanced Multimodal Transformer

Accuracy: 97.97. Result ID: 699819b05698665ec4738c33.

[Reporting paper](<https://www.sota2.com/research/paper/694a22509eebe296e72aab3e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22509eebe296e72aab3e.md>)

Recorded evaluation configuration: {"modality":"multimodal"}. This record does not assert independent reproduction.

### Vision-Only Baseline

Accuracy: 93.8. Result ID: 699819b05698665ec4738c31.

[Reporting paper](<https://www.sota2.com/research/paper/694a22509eebe296e72aab3e.md>)

Recorded evaluation configuration: {"modality":"vision-only"}. This record does not assert independent reproduction.

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