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Benchmarks
Open Set Recognition on CIFAR10 vs SVHN Legacy Benchmark B
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97.6
DTACC
SpHOR
85.64
88.745
91.85
94.955
Mar 11, 2025
DTACC
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
DTACC
AUROC
SpHOR
Backbone=CNN-32
2025.03
97.6
99.6
SpHOR(w/o ROrtho)
Backbone=CNN-32
2025.03
97.5
99.1
CSSR
Backbone=CNN-32
2025.03
95.7
99.1
RCSSR
Backbone=CNN-32
2025.03
95.7
99.1
MEDAF
Backbone=CNN-32
2025.03
95.3
99.1
OpenGAN
Backbone=CNN-32
2025.03
92.1
95.9
ARPL
Backbone=CNN-32
2025.03
91.6
96.6
ARPL+CSI
Backbone=CNN-32
2025.03
91.6
96.6
BackMixup
Backbone=CNN-32
2025.03
88.5
94.1
RPL
Backbone=CNN-32
2025.03
87.1
92
CE
Backbone=CNN-32
2025.03
86.4
90.6
GCPL
Backbone=CNN-32
2025.03
86.1
91.3
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