Retina
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dimensionality Reduction | Retina | AUC R_NX Score1.0001 | 42 | |
| Dimensionality Reduction | Retina | AUC RNX1.0001 | 21 | |
| KNN Classification | Retina | Accuracy (k=1)97.72 | 20 | |
| Silhouette Score Evaluation | Retina | Silhouette Score0.5073 | 20 | |
| KNN Classification | Retina | KNN Score (k=5)0.9817 | 20 | |
| Clustering | Retina | NMI77.63 | 20 | |
| Diabetic retinopathy classification | Retina (test) | AUC80.48 | 13 | |
| Diabetic retinopathy classification | Retina (val) | AUC0.8785 | 13 | |
| Reconstruction | Retina (test) | Reconstruction MSE0.0001 | 10 | |
| Image Classification | RETINA | Mean Accuracy75.22 | 7 | |
| Multicategory Classification | Retina | AUROC94.2 | 7 | |
| Cell-type annotation | Retina | Cluster Accuracy72.8 | 6 |
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