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Benchmarks
Out-of-Distribution Detection on MSMARCO (clean)
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94.5
Accuracy
ODIN
80.356
84.028
87.7
91.372
Aug 4, 2025
Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
ODIN
m=768
2025.08
94.5
SVM
Feature-selection crit...
2025.08
93.5
kNN
m=768
2025.08
93.5
LogReg
Feature-selection crit...
2025.08
93.3
SVM
Feature-selection crit...
2025.08
93
LogReg
Feature-selection crit...
2025.08
92.5
Mahalanobis
m=768
2025.08
92.1
GMM
Feature-selection crit...
2025.08
91.7
ϵ-ball
Feature-selection crit...
2025.08
89.6
GMM
Feature-selection crit...
2025.08
89.1
ϵ-cube
Feature-selection crit...
2025.08
89
ϵ-ball
Feature-selection crit...
2025.08
87.6
ϵ-rect
Feature-selection crit...
2025.08
86.9
ϵ-cube
Feature-selection crit...
2025.08
86.9
ViM
m=768
2025.08
81.3
ϵ-rect
Feature-selection crit...
2025.08
80.9
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