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ResearchFormerly WizWand

Anomaly Detection on CatsVsDogs

99.52AUROCTransformaly
48.539261.774675.0188.2454Oct 12, 2020Dec 21, 2020Mar 1, 2021May 11, 2021Jul 20, 2021Sep 28, 2021Dec 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
TransformalyLearning Paradigm=Pretrained, Setting=Unimodal2021.1299.52
Transformalysetting=unimodal2021.1299.47
MSADLearning Paradigm=Pretrained, Setting=Unimodal2021.1299.3
MSADsetting=unimodal2021.1299.3
PANDALearning Paradigm=Pretrained, Setting=Unimodal2021.1297.3
PANDAsetting=unimodal2021.1297.3
PANDASupervision Setting=Pretrained2020.1097.3
DN2Learning Paradigm=Pretrained, Setting=Unimodal2021.1296
DN2setting=unimodal2021.1296
DN2Supervision Setting=Pretrained2020.1096
PANDA-OESupervision Setting=OE2020.1094.5
CSILearning Paradigm=Self-Supervised, Setting=Unimodal2021.1286.3
CSIsetting=unimodal2021.1286.3
MHRotLearning Paradigm=Self-Supervised, Setting=Unimodal2021.1286
MHRotSupervision Setting=Self-Supervised2020.1086
OC-SVMLearning Paradigm=Unsupervised, Setting=Unimodal2021.1251.7
OC-SVMSupervision Setting=Self-Supervised2020.1051.7
DeepSVDDLearning Paradigm=Unsupervised, Setting=Unimodal2021.1250.5
DeepSVDDSupervision Setting=Self-Supervised2020.1050.5