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

0.998AUROC

Ours

0.906480.930240.9540.97776Dec 28, 2019Mar 24, 2020Jun 19, 2020Sep 15, 2020Dec 11, 2020Mar 8, 2021Jun 4, 2021
Updated 3d ago

Evaluation Results

MethodLinks
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-