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Out-of-Distribution Detection on CIFAR-10 (in-dist) vs iSUN (out-of-dist) (test)

99.77AUROC

DynProto

-3.044423.647850.3477.0322Dec 28, 2019Jan 16, 2021Feb 5, 2022Feb 25, 2023Mar 16, 2024Apr 5, 2025Apr 26, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.04
99.77---0.75
2026.04
99.62---2.17
2026.04
99.55---0.76
2026.04
99.13---4.52
2026.04
99.13---4.35
2026.04
98.99---5.15
2026.04
98.88---5.14
2026.04
98.11---9.49
2026.04
97.98---10.49
2026.04
97.95---9.06
2026.04
97.7---8.87
2026.04
97.31---12.5
2026.04
95.92---18.97
2026.04
95---28.26
2026.04
94.49---42.54
2026.04
83.78---73.66
2019.12
0.99899.398.1--
2019.12
0.9989997.9--
2019.12
0.99899.398.1--
2019.12
0.9989997.9--
2019.12
0.99597.896.7--
2019.12
0.99597.896.7--
2019.12
0.98995.395.2--
2019.12
0.98995.395.2--
2021.06
0.988--6.3-
2019.12
0.98793.294.3--
2019.12
0.98793.294.3--
2021.06
0.981--8-
2021.06
0.979--9.1-
2019.12
0.94762.589.2--
2019.12
0.94762.589.2--
2019.12
0.9473.286.5--
2019.12
0.9473.286.5--
2019.12
0.9144.685--
2019.12
0.9144.685--