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Benchmarks
Dense Out-of-Distribution Detection on Fishyscapes FS LAF
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43.2
AP
SynBoost
0.144
11.322
22.5
33.678
Dec 23, 2021
AP
FPR95
Updated 4d ago
Evaluation Results
Method
Method
Links
AP
FPR95
SynBoost
Aux data=true, Image R...
2021.12
43.2
15.8
NFlowJS
Aux data=false, Image...
2021.12
39.4
9
Prior Entropy
Aux data=false
2021.12
34.3
47.4
SML
Aux data=false, Image...
2021.12
31.7
21.9
OOD Head
Aux data=true
2021.12
31.3
19
Void Classifier
Aux data=false, Image...
2021.12
10.3
22.1
Image Resyn.
Aux data=false, Image...
2021.12
5.7
48.1
Embed. Dens.
Aux data=false, Image...
2021.12
4.3
47.2
Max softmax
Aux data=false, Image...
2021.12
1.8
44.9
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