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Benchmarks
Open-Set Recognition on Aircraft
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83.7
KRR
ViM
1.332
22.716
44.1
65.484
May 18, 2026
KRR
HC-FKAR
Accuracy (Known)
FKAR
Updated 15d ago
Evaluation Results
Method
Method
Links
KRR
HC-FKAR
Accuracy (Known)
FKAR
ViM
Threshold=natural/default
2026.05
83.7
2.9
-
-
EGUR-A
Threshold=calibrated o...
2026.05
69.8
7.1
-
-
Diag. Mahalanobis
Workpoint=default, Con...
2026.05
65.3
13.3
30.1
14
MSP
Threshold=natural/default
2026.05
47.5
86.9
-
-
Energy
Threshold=natural/default
2026.05
22.1
98.2
-
-
NNGuide
Threshold=natural/default
2026.05
19.7
98.1
-
-
CADRef
Threshold=natural/default
2026.05
11.6
98.8
-
-
Prototype distance
Workpoint=default, Con...
2026.05
5.9
91.7
44.9
91.7
NCI-OOD
Threshold=natural/default
2026.05
5.8
95.1
-
-
kNN distance
Workpoint=default, Con...
2026.05
4.5
90.3
44.1
90.5
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