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ResearchFormerly WizWand

Surgical Tool Classification on D99 to CATARACTS (CAT) (cross-domain)

55Macro AccuracyTarget Only
21.09629.89838.747.502Jul 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Target OnlyBackbone=ResNet50, Protocol=Upper Bound2023.075567.2
Target OnlyBackbone=ViT, Protocol=Upper Bound2023.0749.866.33
Barlow AdaptorBackbone=ResNet502023.0735.117.1
Deep CORALBackbone=ResNet502023.0732.814
MMDBackbone=ResNet502023.0732.215.9
Barlow AdaptorBackbone=ViT2023.0731.9112.81
MMDBackbone=ViT2023.0731.3213.81
Source OnlyBackbone=ViT2023.0730.4314.14
CDTransBackbone=Not specified2023.0729.114.7
CORALBackbone=ViT2023.0728.716.5
Source OnlyBackbone=ResNet502023.0727.914.9
DANNBackbone=Not specified2023.0722.411.6