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ResearchFormerly WizWand

Glaucoma Detection on REFUGE 2.0 (test)

89.62AUCDiagFirstGT
67.956873.580979.20584.8291Feb 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DiagFirstGTDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0289.62———
DiagFirstGTDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0288.86———
AggNetDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0287.5———
STAPLEDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0287———
Max-MigDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0286.76———
DiagFirstGTDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0286.27———
MVDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0286.23———
STAPLEDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0286.18———
AggNetDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0285.75———
Max-MigDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0285.73———
MVDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0285.55———
RandomDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0285.07———
RandomDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0284.34———
STAPLEDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0284.17———
Max-MigDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0283.88———
AggNetDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0283.8———
MVDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0283.65———
RandomDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0282.76———
DiagFirstGTDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0282.2———
STAPLEDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0281.23———
MVDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0280.54———
AggNetDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0280.42———
Max-MigDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0280.31———
NoMaskDiagnosis Model=[28], Diagnosis Model Category=Deep Learning2022.0280.06———
RandomDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0279.74———
DiagFirstGTDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0279.23———
NoMaskDiagnosis Model=[15], Diagnosis Model Category=Deep Learning2022.0279.21———
NoMaskDiagnosis Model=[27], Diagnosis Model Category=Deep Learning2022.0279.18———
NoMaskDiagnosis Model=[17], Diagnosis Model Category=Deep Learning2022.0277.45———
STAPLEDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0277.41———
MVDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0276.04———
AggNetDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0275.91———
Max-MigDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0275.02———
DiagFirstGTDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0274.12———
RandomDiagnosis Model=[19], Diagnosis Model Category=vCDR2022.0273.34———
MVDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0272.2———
STAPLEDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0271.66———
AggNetDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0271.25———
Max-MigDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0270.14———
RandomDiagnosis Model=[6], Diagnosis Model Category=vCDR2022.0268.79———
ResNet-50Training Set=REFUGE2-Train, Extra Data=N/A, #Samples=6402025.05—85.6278.420.3935
ResNet-50Training Set=REFUGE2-Train, Extra Data=RetinaLogos, #Samples=9117+6402025.05—93.7585.370.5505
ViT-B/16Training Set=REFUGE2-Train, Extra Data=N/A, #Samples=6402025.05—90.3786.150.6833
ViT-B/16Training Set=REFUGE2-Train, Extra Data=RetinaLogos, #Samples=9117+6402025.05—97.6293.130.8627