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Open-Set Recognition on CUB
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5.4
KRR
kNN distance
3.972
13.611
23.25
32.889
May 18, 2026
KRR
HC-FKAR
Known Accuracy
Updated 15d ago
Evaluation Results
Method
Method
Links
KRR
HC-FKAR
Known Accuracy
kNN distance
Workpoint=default, Con...
2026.05
5.4
60.8
89.4
NCI-OOD
Threshold=natural/default
2026.05
5.6
96.3
-
Prototype distance
Workpoint=default, Con...
2026.05
6.8
57.9
88.1
CADRef
Threshold=natural/default
2026.05
7.7
80
-
NNGuide
Threshold=natural/default
2026.05
11.7
69.5
-
Energy
Threshold=natural/default
2026.05
14.5
62.2
-
MSP
Threshold=natural/default
2026.05
23.8
44.2
-
Diag. Mahalanobis
Workpoint=default, Con...
2026.05
33.2
24.7
64.9
ViM
Threshold=natural/default
2026.05
39.1
25.8
-
EGUR-A
Threshold=calibrated o...
2026.05
41.1
19.8
-
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