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Out-of-distribution Detection on CIFAR-100 (ID) vs TinyImageNet (OOD) (test)

95.7TNR @ TPR 95%

Ours

14.47635.56356.6577.737Jul 10, 2018Oct 7, 2018Jan 4, 2019Apr 4, 2019Jul 2, 2019Sep 29, 2019Dec 28, 2019
Updated 3d ago

Evaluation Results

MethodLinks
2019.12
95.79995.5--
2019.12
95.79995.5--
2019.12
95.1298.9795.13--
2019.12
94.898.995--
2019.12
94.898.995--
2019.12
90.9298.293.3--
2018.07
90.998.293.3--
2018.07
90.998.293.398.298.2
2019.12
90.998.293.3--
2019.12
90.998.293.3--
2019.12
8997.792.5--
2019.12
88.597.792.2--
2018.07
87.29791.8--
2018.07
86.697.492.2--
2018.07
86.697.492.297.697.2
2019.12
86.697.492.2--
2019.12
86.697.492.2--
2019.12
83.795.389.7--
2019.12
80.996.389.9--
2018.07
70.387.984.6--
2019.12
60.188.881.6--
2019.12
5188.380.2--
2018.07
49.287.680.1--
2018.07
49.287.680.187.187.4
2019.12
44.385.478.3--
2018.07
43.285.377.2--
2018.07
42.685.277--
2018.07
42.685.27785.684.5
2019.12
42.685.277--
2019.12
42.685.277--
2019.12
37.683.175.6--
2019.12
36.187.680.1--
2019.12
36.187.680.1--
2019.12
36.187.680.1--
2018.07
33.583.675.9--
2019.12
24.676.269--
2019.12
24.379.772.5--
2018.07
20.477.270.8--
2018.07
20.477.270.8--
2018.07
20.477.270.879.773.3
2019.12
20.477.270.8--
2019.12
20.477.270.8--
2019.12
20.477.270.8--
2018.07
17.671.765.7--
2018.07
17.671.765.7--
2018.07
17.671.765.774.269
2019.12
17.671.765.7--
2019.12
17.671.765.7--