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Benchmarks
Open-set Recognition on MNIST (6 known / 4 unknown classes)
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99.9
AUROC
OpenGAN
98.34
98.745
99.15
99.555
Nov 20, 2022
AUROC
Updated 18d ago
Evaluation Results
Method
Method
Links
AUROC
OpenGAN
Backbone=DenseNet
2022.11
99.9
MetaMax
Backbone=DenseNet
2022.11
99.7
OpenHybrid
Backbone=DenseNet
2022.11
99.5
CGDL
Backbone=DenseNet
2022.11
99.4
CROSR
Backbone=DenseNet
2022.11
99.1
C2AE
Backbone=DenseNet
2022.11
98.9
OSRCI
Backbone=DenseNet
2022.11
98.8
G-OpenMax
Backbone=DenseNet
2022.11
98.4
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