Diabetic Retinopathy Identification on Kaggle Dataset (cross validation)
84.12AccuracyProposed Federated QNN (Run 1)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed Federated QNN (Run 1)Learning Model=Quantum, FL, Learnable Parameters=15, Objective=To identify DR, Evaluation Platform=AWS Braket2026.05 | 84.12 | 85.71 | 94.73 | 89.69 | |
| Proposed Federated QNN (Run 2)Learning Model=Quantum, FL, Learnable Parameters=15, Objective=To identify DR, Evaluation Platform=AWS Braket2026.05 | 81 | 85.19 | 90.79 | 88.11 |