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Benchmarks
Open Set Recognition on CIFAR10 vs CIFAR100 Legacy Benchmark B
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86.7
DTACC
SpHOR(w/o ROrtho)
79.524
81.387
83.25
85.113
Mar 11, 2025
DTACC
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
DTACC
AUROC
SpHOR(w/o ROrtho)
Backbone=CNN-32
2025.03
86.7
92.8
SpHOR
Backbone=CNN-32
2025.03
86.4
93.2
MEDAF
Backbone=CNN-32
2025.03
85.4
92.5
RCSSR
Backbone=CNN-32
2025.03
85.3
92.3
BackMixup
Backbone=CNN-32
2025.03
84.9
91.3
OpenGAN
Backbone=CNN-32
2025.03
84.2
89.7
CSSR
Backbone=CNN-32
2025.03
83.8
92.1
ARPL
Backbone=CNN-32
2025.03
83.4
90.3
ARPL+CSI
Backbone=CNN-32
2025.03
83.4
90.3
RPL
Backbone=CNN-32
2025.03
80.6
87.1
GCPL
Backbone=CNN-32
2025.03
80.2
86.4
CE
Backbone=CNN-32
2025.03
79.8
86.3
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