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Federated Out-of-Distribution Detection on CIFAR-100 (ID) vs LSUN-C (OOD) (test)

36.4FPR@95

FedAvg+FOOGD

34.579646.867359.15571.4427Oct 15, 2024
Updated 1mo ago

Evaluation Results

MethodLinks
2024.10
36.491.41
2024.10
45.1989.59
2024.10
55.786.42
2024.10
57.784.03
2024.10
58.8186.07
2024.10
61.2575.44
2024.10
61.3677.12
2024.10
64.7375.16
2024.10
65.1880.47
2024.10
65.2681.64
2024.10
66.3473.02
2024.10
66.9474.82
2024.10
68.3173.41
2024.10
69.1875.87
2024.10
69.9971.03
2024.10
70.179.27
2024.10
70.1369.48
2024.10
70.9170.84
2024.10
71.4369.01
2024.10
72.5769.07
2024.10
72.6870.59
2024.10
72.7770.44
2024.10
72.8470.86
2024.10
72.8670.88
2024.10
72.9569.38
2024.10
73.2668.71
2024.10
74.8667.76
2024.10
76.9465.47
2024.10
77.6265.87
2024.10
78.3567.16
2024.10
78.3667.22
2024.10
80.2760.51
2024.10
81.9163.99