From: A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric
Paper
Author
year
model
Dataset
QWK
[18]
Al Smadi et al.
2021
Ensemble (DenseNet-169, Inception, Xception)
Eyepacs
0.824
[20]
Wenhui Zhu et al.
2023
nnMobileNet
Aptos
0.934
Messidor-2
0.913
[31]
Yijin Huang et al.
SSiT
APTOS
0.925
0.799
Ours
Chilukoti et al.
-
Proposed model
0.901
0.967
0.944
