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ResearchFormerly WizWand

Open-set recognition on CIFAR+10 (4 closed, 10 open from CIFAR100)

98.9AUROCLMC
83.19687.27391.3595.427Sep 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LMCExtra training process=Not involved2023.0998.9
MLSVenue=ICLR 2022, Extra training process=Involved2023.0997.9
PMALVenue=AAAI 2022, Extra training process=Involved2023.0997.8
ZOCVenue=AAAI 2022, Extra training process=Involved2023.0997.8
RPLVenue=ECCV 2020, Extra training process=Involved2023.0997.6
ARPL+CSVenue=TPAMI 2021, Extra training process=Involved2023.0997.1
LMCInvolves extra training=false2023.0996.8
ARPLVenue=TPAMI 2021, Extra training process=Involved2023.0996.5
SoftmaxExtra training process=Not involved2023.0996.5
CSSRVenue=TPAMI 2022, Extra training process=Involved2023.0996.3
OpenHybridVenue=ECCV 2020, Extra training process=Involved2023.0996.2
Class-inclusionVenue=ECCV 2022, Extra training process=Involved2023.0996.1
RCSSRVenue=TPAMI 2022, Extra training process=Involved2023.0996
C2AEVenue=CVPR 2019, Extra training process=Involved2023.0995.5
ARPL+CSVenue=TPAMI 2021, Involves extra training=true2023.0994.7
SoftmaxInvolves extra training=false2023.0994
ARPLVenue=TPAMI 2021, Involves extra training=true2023.0993.5
ODL+Venue=TPAMI 2022, Involves extra training=true2023.0993.2
ODLVenue=TPAMI 2022, Involves extra training=true2023.0992.5
DIASVenue=ECCV 2022, Extra training process=Involved2023.0992
RPLVenue=ECCV 2020, Involves extra training=true2023.0991.8
ODL+Venue=TPAMI 2022, Extra training process=Involved2023.0991.1
GCPLVenue=CVPR 2018, Involves extra training=true2023.0991
ODLVenue=TPAMI 2022, Extra training process=Involved2023.0989.1
CVAECapOSRVenue=ICCV 2021, Extra training process=Involved2023.0988.8
OSRCIVenue=ECCV 2018, Extra training process=Involved2023.0983.8