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Benchmarks
Dense Out-of-Distribution Detection on WD-Pascal (test)
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34.9
AP
OOD head
3.804
11.877
19.95
28.023
Dec 23, 2021
AP
FPR95
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AP
FPR95
AUROC
OOD head
Aux data=true
2021.12
34.9
40.9
88.8
MSP
Aux data=true
2021.12
33.8
35.5
91.1
NFlowJS
Aux data=false
2021.12
30.2
32.3
92.3
Void Cls.
Aux data=true
2021.12
25.6
44.2
87.7
MC Drop.
Aux data=false
2021.12
9.7
41.1
86
ODIN
Aux data=false
2021.12
6
53.7
79.9
MSP
Aux data=false
2021.12
5
48.8
78.7
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