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OOD Detection on CIFAR-100 IND (Gaussian Noise OOD)

99.8AUROC

Energy + pNML

64.835273.912682.9992.0674Oct 18, 2021Feb 5, 2022May 26, 2022Sep 13, 2022Jan 1, 2023Apr 21, 2023Aug 9, 2023
Updated 3d ago

Evaluation Results

MethodLinks
2021.10
99.810099.8
2021.10
929.692.3
2023.08
78.3--
2023.08
78.02--
2023.08
76.9--
2023.08
76.82--
2023.08
76.72--
2023.08
76.51--
2023.08
76.03--
2023.08
75.35--
2023.08
75.22--
2023.08
75.14--
2023.08
75.12--
2023.08
74.68--
2023.08
74.68--
2023.08
74.67--
2023.08
74.53--
2023.08
74.53--
2023.08
74.51--
2023.08
74.42--
2023.08
74.39--
2023.08
74.37--
2023.08
74.29--
2023.08
73.97--
2023.08
73.63--
2023.08
73.62--
2023.08
73.43--
2023.08
73.29--
2023.08
73.18--
2023.08
72.83--
2023.08
72.78--
2023.08
72.16--
2023.08
72.05--
2023.08
71.59--
2023.08
71.51--
2023.08
71.36--
2023.08
71.29--
2023.08
70.67--
2023.08
70.58--
2023.08
70.26--
2023.08
70.17--
2023.08
70.01--
2023.08
69.53--
2023.08
68.7--
2023.08
68.51--
2023.08
66.18--