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Table 6 Comparison of DR detection on the DR2 dataset

From: Convolutional bag of words for diabetic retinopathy detection from eye fundus images

Method AUC
Pires et al. (2014) [6] 94%
Dense SURF 95% ± 1%
Sparse SURF 97% ± 1%
Dense CNN 97%
  1. The italic entries were showing the best results