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

100AUROC

ERD

36.788853.199469.6186.0206Dec 10, 2020Oct 18, 2021Aug 26, 2022Jul 4, 2023May 11, 2024Mar 19, 2025Jan 25, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2020.12
100100-
2020.12
100100-
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
2026.01
99.22-6.98
2024.05
99.2-431
2024.05
99.15-309
2024.05
99.15-266
2020.12
9998-
2024.05
98.53-621
2026.01
97.8-9.24
2026.01
96.1-18.72
2026.01
95.48-27.97
2024.05
95.37-2,754
2026.01
94.69-37.38
2026.01
94.55-39.27
2026.01
93.6-15.6
2024.10
92.8-17.61
2026.01
91.3-53.78
2026.01
91.25-59.66
2026.01
91.22-54.41
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
2024.10
77.02-66.41
2024.10
70.95-61.01
2026.01
66.4-91
2024.10
66.23-78.34
2024.10
58.44-80.02
2024.10
39.22-91.75