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Benchmarks
Out-of-Distribution Detection on MNIST (test)
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97.7
OOD Accuracy
FSP-LAPLACE
88.548
90.924
93.3
95.676
Jul 18, 2024
OOD Accuracy
AUROC
Updated 3d ago
Evaluation Results
Method
Method
Links
OOD Accuracy
AUROC
FSP-LAPLACE
context points=KMNIST
2024.07
97.7
-
FVI
context points=RND
2024.07
90.7
-
SPARSE GP
2024.07
90.4
-
FSP-LAPLACE
context points=RND
2024.07
89.5
-
LAPLACE
2024.07
89.4
-
FVI
context points=KMNIST
2024.07
89.1
-
MAP
2024.07
88.9
-
SIG
Training dataset=Fashi...
2020.07
-
98
GIS
Training dataset=Fashi...
2020.07
-
82.4
PixelCNN++
Training dataset=Fashi...
2020.07
-
8.9
IWAE
Training dataset=Fashi...
2020.07
-
42.3
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