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Out-of-Distribution Detection on CIFAR10 (ID) vs SVHN (OOD)

100AUROC

ERD

6.9231.08555.2579.415Dec 10, 2020Nov 6, 2021Oct 3, 2022Aug 31, 2023Jul 27, 2024Jun 23, 2025May 21, 2026
Updated 2mo ago

Evaluation Results

MethodLinks
2020.12
100100-
2020.12
100100-
2026.04
100-0
2026.04
99.97-0.15
2026.04
99.74-1.49
2026.01
99.72-2.89
2024.05
99.61-125
2026.01
99.61-2.7
2024.05
99.6-197
2024.05
99.57-23
2026.01
99.51-2.47
2024.05
99.33-148
2026.03
99.29-3.39
2026.01
99.22-6.98
2024.05
99.2-431
2026.04
99.17-4.17
2024.05
99.15-309
2024.05
99.15-266
2020.12
9998-
2026.03
98.94-5.92
2026.04
98.84-3.6
2026.03
98.74-6.53
2026.04
98.74-6.16
2024.05
98.53-621
2026.04
98.46-8.65
2026.03
98.19-8.67
2026.03
97.99-10.15
2026.04
97.94-9.5
2026.03
97.89-11.32
2026.01
97.8-9.24
2026.04
97.57-15.67
2026.03
97.18-15.42
2026.03
96.28-14.12
2026.03
96.17-14.18
2026.03
96.14-14.16
2026.01
96.1-18.72
2026.04
95.97-24.69
2026.03
95.69-22.52
2026.01
95.48-27.97
2026.03
95.43-17.44
2024.05
95.37-2,754
2026.03
95.32-18.5
2026.03
95.04-32.26
2026.04
94.96-27.75
2026.01
94.69-37.38
2026.05
94.6--
2026.03
94.59-16.09
2026.01
94.55-39.27
2026.03
94.37-34.82
2026.03
94.36-20.86
2026.04
94.19-38.79
2026.03
94.12-29
2026.03
93.78-18.59
2026.04
93.73-53.39
2026.03
93.69-29.2
2026.01
93.6-15.6
2026.03
93.6-19.17
2026.04
93.57-47.23
2026.03
93.46-17.71
2024.10
92.8-17.61
2026.03
92.76-37.65
2026.03
91.64-46.31
2026.01
91.3-53.78
2026.01
91.25-59.66
2026.01
91.22-54.41
2026.04
90.91-48.17
2024.10
90.16-40.72
2024.10
85.95-53.24
2024.10
83.5-48.09
2026.01
81.3-51.8
2024.10
79.89-44.59
2026.05
78.2--
2024.10
77.02-66.41
2024.10
70.95-61.01
2026.01
66.4-91
2024.10
66.23-78.34
2026.04
66.05-97.18
2024.10
58.44-80.02
2024.10
39.22-91.75
2026.05
33.2--
2026.05
10.5--