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Benchmarks
Point-Level OOD Detection on STU 1.0 (test)
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99.26
AUROC
NDP-EE
60
70.1925
80.385
90.5775
Apr 10, 2026
AUROC
FPR@95
AP
Updated 6d ago
Evaluation Results
Method
Method
Links
AUROC
FPR@95
AP
NDP-EE
Auxiliary OOD Data=Yes...
2026.04
99.26
3.3
61.31
NDP-Energy
Auxiliary OOD Data=Yes...
2026.04
99.21
3.65
53.75
NDP-Entropy
Auxiliary OOD Data=Yes...
2026.04
98.41
9.83
29.53
Deep Ensemble
Auxiliary OOD Data=No,...
2026.04
86.74
58.05
5.17
Void Classifier
Auxiliary OOD Data=Yes...
2026.04
85.99
78.6
3.92
MaxLogit
Auxiliary OOD Data=No,...
2026.04
84.53
81.49
0.95
RbA
Auxiliary OOD Data=No,...
2026.04
66.38
100
0.81
MC Dropout
Auxiliary OOD Data=No,...
2026.04
61.51
82.37
0.11
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