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OOD Detection on CIFAR-100 IND vs SVHN OOD

97.84AUROC (%)

NPOS

5.85229.733553.61577.4965Oct 18, 2021Jul 7, 2022Mar 27, 2023Dec 15, 2023Sep 2, 2024May 23, 2025Feb 10, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2023.09
97.84--11.14
2024.05
97.64--9.84
2024.05
97.07--13.27
2021.10
96.579.290.5-
2021.10
96.482.891.3-
2024.05
95.74--19.86
2024.05
95.72--19.38
2024.05
95.69--19.95
2021.10
94.46---
2024.05
94.25--28.77
2024.05
94.06--33.59
2026.02
93.43---
2026.02
93.3---
2024.05
92.93--36.33
2024.05
92.27--41.54
2023.09
88.98--63.95
2023.09
87.01--58.75
2021.10
86.67---
2021.10
86.67---
2026.02
86.55---
2021.10
85.68---
2024.02
85.6---
2021.10
84.78---
2026.02
83.19---
2021.10
82.26---
2024.02
82---
2025.10
81.59---
2025.10
81.07---
2024.02
79.4---
2021.10
79.38---
2024.02
78.1---
2024.02
77.9---
2025.10
77.85---
2023.09
77.24--81.2
2025.10
77.06---
2024.02
75.9---
2024.02
74.8---
2024.02
74.3---
2023.09
73.65--81.12
2021.10
73.11---
2021.10
73.11---
2023.09
73.11--78.5
2021.10
72.61---
2023.09
72.49--83.55
2024.02
71.5---
2024.02
71.5---
2024.02
71.3---
2023.09
70.9--84.9
2023.09
70.12--82.85
2023.09
69.98--87.8
2023.09
69.08--87.35
2024.02
68.7---
2024.02
68.5---
2024.02
68.2---
2026.02
67.64---
2023.09
66.95--89.45
2026.02
66.58---
2024.02
64.7---
2023.09
64.36--90.95
2025.10
63.95---
2021.10
63.24---
2021.10
63.24---
2021.10
62.66---
2021.10
62.66---
2024.02
62.1---
2026.02
60.2---
2024.02
56.4---
2021.10
55.54---
2021.10
55.54---
2024.02
50.5---
2026.02
47.62---
2021.10
42.9---
2021.10
42.9---
2026.02
9.39---