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ResearchFormerly WizWand

Open-set object recognition on CIFAR+50 (4 closed, 50 open classes)

96.4OSCRLMC
87.97690.16392.3594.537Sep 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LMCInvolves extra training=false2023.0996.4
ARPL+CSVenue=TPAMI 2021, Involves extra training=true2023.0992.9
SoftmaxInvolves extra training=false2023.0992.8
ARPLVenue=TPAMI 2021, Involves extra training=true2023.0991.6
ODL+Venue=TPAMI 2022, Involves extra training=true2023.0990.3
ODLVenue=TPAMI 2022, Involves extra training=true2023.0989.8
RPLVenue=ECCV 2020, Involves extra training=true2023.0989.6
GCPLVenue=CVPR 2018, Involves extra training=true2023.0988.3