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ResearchFormerly WizWand

Classification on Camelyon17 (test)

90.3Average AccuracySFB
66.3872.5978.885.01Sep 19, 2022Nov 8, 2022Dec 29, 2022Feb 17, 2023Apr 9, 2023May 29, 2023Jul 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SFBAdaptation=Standard2023.0790.3
ERMHyperparameter Tuning=Properly-tuned2023.0790.2
IRMHyperparameter Tuning=Properly-tuned2023.0790.2
SFBAdaptation=None2023.0789.8
ACTIRHyperparameter Tuning=Sub-optimal2023.0777.7
UMIXGroup-oblivious setting=true2022.0975.1
CVaR-DROGroup-oblivious setting=true2022.0970.5
ERMGroup-oblivious setting=true2022.0970.3
JTTGroup-oblivious setting=true2022.0969.1
Focal LossGroup-oblivious setting=true2022.0968.1
chi^2-DROGroup-oblivious setting=true2022.0968
chi^2-DOROGroup-oblivious setting=true2022.0968
CVaR-DOROGroup-oblivious setting=true2022.0967.3