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Benchmarks
OOD Detection on CIFAR-10 (IND) vs TinyImageNet (OOD)
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94.18
AUROC
NGC
59.1736
68.2618
77.35
86.4382
Aug 25, 2021
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
NGC
Supervised detection=f...
2021.08
94.18
MD
Supervised detection=t...
2021.08
77.55
SSD
Supervised detection=f...
2021.08
75.51
MSP
Supervised detection=t...
2021.08
70.12
Rot
Supervised detection=f...
2021.08
68.87
ODIN
Supervised detection=t...
2021.08
67.31
Rot
Supervised detection=t...
2021.08
64.64
SSD
Supervised detection=t...
2021.08
60.52
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