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OOD Detection on CIFAR-10 (IND) vs iSUN (OOD)

100AUROC

DOE

36.809653.214869.6286.0252Oct 18, 2021May 24, 2022Dec 29, 2022Aug 4, 2023Mar 10, 2024Oct 14, 2024May 21, 2025
Updated 1mo ago

Evaluation Results

MethodLinks
2024.05
100--0
2024.05
99.99--0
2024.05
99.98--0
2024.05
99.97--0
2024.05
99.97--0
2024.05
99.96--0
2024.05
99.93--0
2024.05
99.88--0
2024.05
99.87--0.17
2024.05
99.87--0
2021.10
99.498.797-
2021.10
99.398.396.7-
2023.08
98.9--3.98
2023.08
98.9--5.17
2025.05
98.74--5.55
2023.08
98.69--5.7
2023.08
98.45--8.59
2023.08
98.32--4.25
2023.08
98.29--8.46
2023.08
98.07--10.07
2025.05
98.03--9.49
2023.08
97.72--12.72
2023.08
97.55--4.36
2025.05
97.47--12.56
2023.08
97.25--9.78
2025.05
97.13--16.24
2025.05
96.95--15.94
2025.05
96.84--17.05
2025.05
96.66--19.95
2025.05
96.49--19.87
2025.05
96.41--13.04
2025.05
96.32--20.92
2024.05
95.74--26.9
2024.05
95.6--25.71
2025.05
95.19--17.39
2025.05
94.82--31.97
2025.05
94.78--24.13
2023.08
94.52--42.31
2024.05
94.49--35.71
2025.05
94.19--36.9
2025.05
94.19--30.02
2025.05
93.29--30.22
2025.05
93.1--32.6
2024.05
93.05--35.85
2024.05
92.99--34.99
2024.05
92.88--36.02
2025.05
92.74--37.65
2025.05
92.68--44.35
2025.05
92.59--44.41
2025.05
92.18--35.88
2025.05
92.12--41.67
2025.05
92.08--29.51
2024.05
91.99--49.1
2025.05
91.98--30.47
2025.05
91.98--30.47
2025.05
91.83--47.78
2025.05
91.7--36.85
2023.08
91.67--36.89
2024.10
91.22--37.55
2025.05
91.09--47.18
2025.05
90.78--31.88
2025.05
89.81--32.09
2024.05
89.06--42.41
2024.10
88.69--36.17
2025.05
87.93--58.07
2025.05
87.31--37.41
2025.05
85.34--44.21
2024.10
83.5--43.72
2024.10
82.95--49.98
2024.10
82.83--43.4
2025.05
81.92--45.28
2025.05
81.91--45.28
2025.05
81.16--77.5
2024.10
80.05--61.01
2025.05
79.06--53.08
2024.10
77.98--57.86
2024.10
76.29--62.1
2024.10
76.29--48.73
2024.10
76.03--66.41
2025.05
57.25--92.07
2025.05
44--99.88
2025.05
39.24--99.41