Table 5 Ablation Study on Camelyon16 with Different MIL Backbones.

From: Cross-slide augmentation for whole slide image classification based on class activation map

MIL Backbone

AUC

+WSICAM AUC

\(\Delta\)AUC

ABMIL

0.8823

0.9011

+1.88  %

DSMIL

0.9137

0.9356

+2.19  %

TransMIL

0.9221

0.9429

+2.08  %

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