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ResearchFormerly WizWand

Novel Category Discovery on CIFAR-10

91.6AccuracyDual Ranking Statistics
63.10470.50277.985.298Jul 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Dual Ranking StatisticsBackbone=ResNet18, Initialization=RotNet2021.0791.6
RankStatBackbone=ResNet18, Initialization=RotNet2021.0790.4
DTCBackbone=ResNet18, Initialization=RotNet2021.0787.5
k-meansBackbone=ResNet18, Initialization=RotNet2021.0772.5
KCLBackbone=ResNet18, Initialization=RotNet2021.0766.5
MCLBackbone=ResNet18, Initialization=RotNet2021.0764.2