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

100AUROC

DOE

75.071281.543188.01594.4869Oct 18, 2021Apr 18, 2022Oct 17, 2022Apr 17, 2023Oct 16, 2023Apr 15, 2024Oct 15, 2024
Updated 3d 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
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
2023.08
97.72--12.72
2023.08
97.55--4.36
2023.08
97.25--9.78
2024.05
95.74--26.9
2024.05
95.6--25.71
2023.08
94.52--42.31
2024.05
94.49--35.71
2024.05
93.05--35.85
2024.05
92.99--34.99
2024.05
92.88--36.02
2024.05
91.99--49.1
2023.08
91.67--36.89
2024.10
91.22--37.55
2024.05
89.06--42.41
2024.10
88.69--36.17
2024.10
83.5--43.72
2024.10
82.95--49.98
2024.10
82.83--43.4
2024.10
80.05--61.01
2024.10
77.98--57.86
2024.10
76.29--62.1
2024.10
76.29--48.73
2024.10
76.03--66.41