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ResearchFormerly WizWand

Pathological malignancy classification on Polyp-Path (5-fold cross-val)

77.241AccuracyEndoFinder-Raw
66.482269.2753572.068574.86165Jul 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EndoFinder-RawApproach=Retrieval using SSL features2024.0777.24181.23973.74880.445
VGG19Approach=Supervised classifier2024.0776.5577.95476.25978.848
Densenet121Approach=Supervised classifier2024.0775.86479.21271.08279.062
ViT-L16Approach=Supervised classifier2024.0775.86274.28677.36278.34
Resnet50Approach=Supervised classifier2024.0774.48279.09568.98877.88
Densenet121Approach=Retrieval using ImageNet features2024.0773.79380.81564.79677.562
EndoFinder-HashApproach=Retrieval using SSL features2024.0773.79381.91663.92278.213
ViT-L16Approach=Retrieval using ImageNet features2024.0768.96576.64159.07373.816
VGG19Approach=Retrieval using ImageNet features2024.0768.27571.20366.3271.719
ViT-SimCLRApproach=Retrieval using SSL features2024.0767.58670.75362.58871.593
Resnet50Approach=Retrieval using ImageNet features2024.0766.89678.9153.0973.055
MAEApproach=Retrieval using SSL features2024.0766.89670.18265.43770.939