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Benchmarks
Out-of-Distribution Detection on StackEx (clean)
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96.3
Accuracy
LogReg
80.388
84.519
88.65
92.781
Aug 4, 2025
Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
LogReg
Feature-selection crit...
2025.08
96.3
SVM
Feature-selection crit...
2025.08
96.3
ODIN
m=768
2025.08
96.3
SVM
Feature-selection crit...
2025.08
96.2
LogReg
Feature-selection crit...
2025.08
96.1
kNN
m=768
2025.08
95.8
GMM
Feature-selection crit...
2025.08
94.9
Mahalanobis
m=768
2025.08
94.5
GMM
Feature-selection crit...
2025.08
94.2
ϵ-ball
Feature-selection crit...
2025.08
91.3
ϵ-ball
Feature-selection crit...
2025.08
91
ϵ-cube
Feature-selection crit...
2025.08
91
ϵ-cube
Feature-selection crit...
2025.08
90.4
ϵ-rect
Feature-selection crit...
2025.08
88.5
ViM
m=768
2025.08
87.4
ϵ-rect
Feature-selection crit...
2025.08
81
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