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OOD Detection on CIFAR-100 (test)

98.24AUROC (%)

DiverseMix

4.910429.140253.3777.5998Apr 30, 2021Dec 26, 2021Aug 24, 2022Apr 22, 2023Dec 19, 2023Aug 16, 2024Apr 14, 2025
Updated 3d ago

Evaluation Results

MethodLinks
2024.11
98.248.5174.698.46
2024.11
98.248.5174.698.46
2024.11
97.7915.1473.4198.31
2024.11
97.7915.1473.4198.31
2024.11
96.6918.7774.5296.49
2024.11
96.6918.7774.5296.49
2024.11
96.6819.2572.3997.44
2024.11
96.6819.2572.3997.44
2024.11
96.3219.3273.9396.99
2024.11
96.3219.3273.9396.99
2024.11
95.0219.2774.4995.41
2024.11
95.0219.2774.4995.41
2024.11
9518.9174.0895.26
2024.11
9518.9174.0895.26
2024.11
94.9319.5474.2595.26
2024.11
94.9319.5474.2595.26
2024.11
92.9327.7175.1593.81
2024.11
92.9327.7175.1593.81
2022.09
92.5---
2023.03
90.0749.02-97.67
2022.09
90.0241.4--
2024.11
88.9138.32-89.77
2024.11
88.9138.32-89.77
2023.03
88.6735.67--
2023.03
88.5153.03-97.25
2022.09
88.0448.73--
2022.09
87.7---
2023.03
87.2349.72--
2022.09
87.2349.72--
2023.03
86.657.38-96.8
2023.03
86.3359.85-96.47
2024.11
85.7147.8974.0587.15
2024.11
85.7147.8974.0587.15
2023.03
85.0849.57--
2021.04
84.9757.2275.26-
2021.04
84.8957.4575.43-
2024.11
84.8956.3174.0585.88
2024.11
84.8956.3174.0585.88
2023.03
84.8868.87-96.55
2021.04
84.6657.2276.9-
2021.04
84.5159.1575.43-
2023.03
84.4958.14--
2022.09
84.4958.14--
2023.03
84.4762.27--
2022.09
84.4762.27--
2021.04
83.6962.7176.9-
2021.04
83.1953.5276.9-
2023.03
82.7355.37--
2022.09
82.7355.37--
2022.09
82.7164.53--
2023.03
82.563.49-95.43
2023.03
82.161.56-95.16
2025.04
82.0389.26--
2023.03
81.5470.98-95.71
2024.11
81.565.8774.0584.07
2024.11
81.565.8774.0584.07
2025.04
81.2676.03--
2023.03
81.2366.63-95.3
2023.03
81.1968.45--
2022.09
81.1968.45--
2023.03
80.8768.36-94.86
2023.03
80.5369.44-94.78
2023.03
80.4869.85-94.77
2023.03
79.8974.93-94.66
2023.03
79.7575.27-94.67
2023.03
79.5776.03-94.59
2021.04
78.3376.7175.43-
2023.03
77.9677.53-94.36
2023.03
77.5672.87-94.19
2021.04
77.177.5176.9-
2023.03
76.8179.08-94.22
2023.03
76.7977.03-93.94
2023.03
76.6174.45-93.66
2023.03
76.5574.3-93.54
2023.03
76.4374.42-93.59
2023.03
76.4175.77-93.85
2023.03
75.9574.66-93.56
2025.04
75.6283.12--
2023.03
74.3680.13--
2022.09
74.3680.13--
2023.03
74.2181.68-93.34
2022.09
73.9---
2021.04
73.878.0675.43-
2025.04
73.4284.93--
2022.09
73.4---
2024.11
73.1380.374.0576.97
2024.11
73.1380.374.0576.97
2023.03
72.9280.19-92.94
2022.09
72.8---
2023.03
72.7281.67-92.69
2025.04
71.2785.6--
2022.09
55.3---
2022.09
8.9---
2022.09
8.5---