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ResearchFormerly WizWand

Surgical Tool Classification on CATARACTS cross-domain to D99

57Macro AccuracyTarget Only
12.269623.882335.49547.1077Jul 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Target OnlyBackbone=ResNet50, Protocol=Upper Bound2023.075762.2
Target OnlyBackbone=ViT, Protocol=Upper Bound2023.0756.4360.46
Barlow AdaptorBackbone=ResNet502023.0724.6228.13
CDTransBackbone=Not specified2023.0720.924.7
MMDBackbone=ResNet502023.0720.624.3
Deep CORALBackbone=ResNet502023.0718.622
Barlow AdaptorBackbone=ViT2023.0717.3520.8
DANNBackbone=Not specified2023.0716.719.5
MMDBackbone=ViT2023.0716.4220
CORALBackbone=ViT2023.0715.3818.5
Source OnlyBackbone=ResNet502023.0714.2516.9
Source OnlyBackbone=ViT2023.0713.9917.11