Table 4

Results on the EyePACs dataset across DR grades, given in accuracy, sensitivity, specificity, and AUC with a 95% CI

DR grade234Ungradable
Sensitivity (CI)0.680 (0.591 to 0.756)0.667 (0.472 to 0.806)0.869 (0.853 to 0.884)0.846 (0.652 to 0.957)
Specificity (CI)0.958 (0.906 to 0.984)0.960 (0.791 to 1)0.845 (0.821 to 0.866)0.688 (0.400 to 0.882)
AUC (CI)0.910 (0.866 to 0.941)0.887 (0.758 to 0.954)0.929 (0.918 to 0.938)0.772 (0.904 to 0.968)
  • CI noted in parentheses.

  • DR, diabetic retinopathy.