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Benchmarks
Distribution Shift Detection on CIFAR-10-C
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59.01
AUPR (C=1)
F-EDL
54.59
55.7375
56.885
58.0325
Oct 21, 2025
AUPR (C=1)
AUPR (C=2)
AUPR (C=3)
AUPR (C=4)
AUPR (C=5)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPR (C=1)
AUPR (C=2)
AUPR (C=3)
AUPR (C=4)
AUPR (C=5)
F-EDL
uncertainty_type=aleat...
2025.10
59.01
65.11
69.48
73.88
78.72
DAEDL
uncertainty_type=aleat...
2025.10
57.89
63.23
67.53
72.21
77.74
R-EDL
uncertainty_type=aleat...
2025.10
57.37
62.2
65.74
69.33
73.58
MSP
uncertainty_type=aleat...
2025.10
56.39
61.88
65.86
69.91
75.01
I-EDL
uncertainty_type=aleat...
2025.10
56.33
61.52
65.44
69.45
74.56
EDL
uncertainty_type=aleat...
2025.10
54.76
59.01
62.46
65.87
70.21
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