# AD Detection on OCTA-500

Source: [AD Detection on OCTA-500](<https://www.sota2.com/research/sota/ad-detection-on-octa-500>)

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

Data updated: 2026-02-26T05:26:43.843Z

Evaluation of Alzheimer's Disease (AD) detection performance on the OCTA-500 dataset, typically measured using Accuracy, AUROC, and Cohen's Kappa.

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 | AD detection |
| Dataset (including any stated split) | OCTA-500 |
| Metric | Acc |
| 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

- [Acc](<https://www.sota2.com/research/sota/ad-detection-on-octa-500.md?metric=Acc>): Higher is better; unit: PERCENT.

- [AUROC](<https://www.sota2.com/research/sota/ad-detection-on-octa-500.md?metric=AUROC>): Higher is better; unit: SCALAR.

- [Kappa](<https://www.sota2.com/research/sota/ad-detection-on-octa-500.md?metric=Kappa>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Acc | Result date | Report paper |
| --- | --- | --- | --- |
| Polar-Net | 98.98 | Not recorded | 68fa71211e209131cea4f5e0 |
| ViT-Base | 96.92 | Not recorded | 68fa71211e209131cea4f5e0 |
| ResNet-34 | 96.41 | Not recorded | 68fa71211e209131cea4f5e0 |
| EfficientNet-B3 | 96.32 | Not recorded | 68fa71211e209131cea4f5e0 |
| MUCO-Net | 95.29 | Not recorded | 68fa71211e209131cea4f5e0 |
| VAN-B6 | 94.78 | Not recorded | 68fa71211e209131cea4f5e0 |

### Polar-Net

Acc: 98.98. Result ID: 69919c6e3a6c314849095a3b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

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

### ViT-Base

Acc: 96.92. Result ID: 69919c6e3a6c314849095a39.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.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.

### ResNet-34

Acc: 96.41. Result ID: 69919c6e3a6c314849095a36.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

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

### EfficientNet-B3

Acc: 96.32. Result ID: 69919c6e3a6c314849095a37.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa684f1e209131cea1b521.md>)

[Implementation](<https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>)

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

### MUCO-Net

Acc: 95.29. Result ID: 69919c6e3a6c314849095a3a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

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

### VAN-B6

Acc: 94.78. Result ID: 69919c6e3a6c314849095a38.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71211e209131cea4f5e0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36ce4.md>)

[Implementation](<https://github.com/Visual-Attention-Network>)

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

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