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ResearchFormerly WizWand

WSI Classification on CAMELYON16 binary (test)

0.9532Instance AUCFully Supervised
0.5443760.6505130.756650.862787Sep 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Fully SupervisedBag Shot=All, Instance Shot=All2024.090.95320.8555
FASTBag Shot=16, Instance Shot=162024.090.91510.8197
FASTBag Shot=8, Instance Shot=162024.090.9060.7742
Zero-shot CONCHBag Shot=0, Instance Shot=02024.090.89290.7113
FASTBag Shot=4, Instance Shot=162024.090.88640.7359
FASTBag Shot=2, Instance Shot=162024.090.85840.7595
FASTBag Shot=1, Instance Shot=162024.090.840.6933
Tip-Adapter-FBag Shot=8, Instance Shot=162024.090.73920.6045
Tip-Adapter-FBag Shot=16, Instance Shot=162024.090.72270.5965
Tip-Adapter-FBag Shot=2, Instance Shot=162024.090.720.5748
Tip-Adapter-FBag Shot=1, Instance Shot=162024.090.71620.5581
Tip-Adapter-FBag Shot=4, Instance Shot=162024.090.6990.5731
Tip-AdapterBag Shot=16, Instance Shot=162024.090.68350.4913
Tip-AdapterBag Shot=8, Instance Shot=162024.090.67820.488
Zero-shot CLIPBag Shot=0, Instance Shot=02024.090.67110.5409
Tip-AdapterBag Shot=1, Instance Shot=162024.090.62750.4981
Tip-AdapterBag Shot=2, Instance Shot=162024.090.61980.5141
Zero-shot PLIPBag Shot=0, Instance Shot=02024.090.60040.5434
Tip-AdapterBag Shot=4, Instance Shot=162024.090.56010.5321