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OOD Detection on CIFAR-10 IND CIFAR-100 OOD (test)
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0.9037
AUROC
NGC
0.545004
0.638127
0.73125
0.824373
Aug 25, 2021
May 5, 2022
Jan 13, 2023
Sep 23, 2023
Jun 2, 2024
Feb 10, 2025
Oct 21, 2025
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
NGC
Supervised detection=f...
2021.08
0.9037
F-EDL
Architecture=VGG-16, U...
2025.10
0.8637
DAEDL
Architecture=VGG-16, U...
2025.10
0.8604
R-EDL
Architecture=VGG-16, U...
2025.10
0.8526
I-EDL
Architecture=VGG-16, U...
2025.10
0.8215
EDL
Architecture=VGG-16, U...
2025.10
0.8063
MSP
Supervised detection=t...
2021.08
0.6991
SSD
Supervised detection=f...
2021.08
0.6842
ODIN
Supervised detection=t...
2021.08
0.654
MD
Supervised detection=t...
2021.08
0.6445
Rot
Supervised detection=f...
2021.08
0.6384
Rot
Supervised detection=t...
2021.08
0.6025
SSD
Supervised detection=t...
2021.08
0.5588
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