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ResearchFormerly WizWand

Novel Category Discovery on FGVC-Aircraft

70.4AccuracyDual Ranking Statistics
43.67250.61157.5564.489Jul 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Dual Ranking StatisticsBackbone=ResNet-18, Initialization=RotNet, Global branch usage=Included2021.0770.4
Dual Ranking StatisticsBackbone=ResNet-18, Initialization=RotNet, Global branch usage=Excluded2021.0767.3
RankStatBackbone=ResNet-18, Initialization=RotNet, Global branch usage=Included2021.0766.3
DTCBackbone=ResNet-18, Initialization=RotNet, Global branch usage=Included2021.0758.7
k-meansBackbone=ResNet-18, Initialization=RotNet, Global branch usage=Excluded2021.0744.7