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ResearchFormerly WizWand

Asymmetric Classification on DDSM (test)

95.8AUCDisAsymNet
76.87281.78686.791.614Jul 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DisAsymNetBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.8
AsyCBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.8
AsyD & SynBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.5
CVTBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.3
AsyC & AsyDBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.3
AsyDBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795.1
Wang et al.Backbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0795
Late fusionBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0793.4
HAMBackbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0793.1
ResNet-18Backbone=ResNet-18, Pre-training=ImageNet, Image Size=1024x5122023.0777.6