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ResearchFormerly WizWand

Open-set recognition on TinyImageNet (20 closed, 180 open classes)

90.7AUROCOpenGAN
56.69265.52174.3583.179Nov 20, 2022Jan 10, 2023Mar 2, 2023Apr 22, 2023Jun 12, 2023Aug 2, 2023Sep 22, 2023
Updated 3mo ago

Evaluation results

MethodLinks
OpenGANBackbone=DenseNet2022.1190.7
LMCExtra training process=Not involved2023.0986.7
ZOCVenue=AAAI 2022, Extra training process=Involved2023.0984.6
MetaMaxBackbone=DenseNet2022.1184.6
SoftmaxExtra training process=Not involved2023.0983.5
PMALVenue=AAAI 2022, Extra training process=Involved2023.0983.1
MLSVenue=ICLR 2022, Extra training process=Involved2023.0983
CSSRVenue=TPAMI 2022, Extra training process=Involved2023.0982.3
RCSSRVenue=TPAMI 2022, Extra training process=Involved2023.0981.9
RPLVenue=ECCV 2020, Extra training process=Involved2023.0980.9
OpenHybridVenue=ECCV 2020, Extra training process=Involved2023.0979.3
OpenHybridBackbone=DenseNet2022.1179.3
Class-inclusionVenue=ECCV 2022, Extra training process=Involved2023.0978.5
ARPL+CSVenue=TPAMI 2021, Extra training process=Involved2023.0978.2
ODLVenue=TPAMI 2022, Extra training process=Involved2023.0976.4
ARPLVenue=TPAMI 2021, Extra training process=Involved2023.0976.2
CGDLBackbone=DenseNet2022.1176.2
C2AEVenue=CVPR 2019, Extra training process=Involved2023.0974.8
C2AEBackbone=DenseNet2022.1174.8
ODL+Venue=TPAMI 2022, Extra training process=Involved2023.0974.6
DIASVenue=ECCV 2022, Extra training process=Involved2023.0973.1
CVAECapOSRVenue=ICCV 2021, Extra training process=Involved2023.0971.5
PROSRBackbone=DenseNet2022.1169.3
GDFRBackbone=DenseNet2022.1160.8
CROSRBackbone=DenseNet2022.1158.9
OSRCIVenue=ECCV 2018, Extra training process=Involved2023.0958.6
OSRCIBackbone=DenseNet2022.1158.6
G-OpenMaxBackbone=DenseNet2022.1158