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DDR dataset efficiency comparison with prior studies.
| Ref# | Technique | Accuracy |
|---|---|---|
| 60 | NN | 66.68% |
| 61 | MobileNet + Category Attention Block + Global Attention Block | 78.13% |
| 62 | Resnet18 (Quasi-Hyperbolic Momentum optimizer) | 79.6% |
| Proposed methodology | DenseNet-121 (without using CLAHE + ESRGAN) Scenario 2 | 79.62% |
| Proposed methodology | DenseNet-121 (using CLAHE + ESRGAN) Scenario 1 | 79.67% |
