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Out-of-distribution Detection on CIFAR-100 (ID) vs TinyImageNet (OOD) (test)

99AUROC

Ours

70.60877.97985.3592.721Jul 10, 2018Jul 16, 2019Jul 22, 2020Jul 29, 2021Aug 4, 2022Aug 11, 2023Aug 17, 2024
Updated 16d ago

Evaluation Results

MethodLinks
2019.12
9995.795.5--
2019.12
9995.795.5--
2019.12
98.9795.1295.13--
2019.12
98.994.895--
2019.12
98.994.895--
2018.07
98.290.993.3--
2018.07
98.290.993.398.298.2
2019.12
98.290.9293.3--
2019.12
98.290.993.3--
2019.12
98.290.993.3--
2019.12
97.788.592.2--
2019.12
97.78992.5--
2018.07
97.486.692.2--
2018.07
97.486.692.297.697.2
2019.12
97.486.692.2--
2019.12
97.486.692.2--
2018.07
9787.291.8--
2019.12
96.380.989.9--
2019.12
95.383.789.7--
2019.12
88.860.181.6--
2019.12
88.35180.2--
2018.07
87.970.384.6--
2018.07
87.649.280.1--
2018.07
87.649.280.187.187.4
2019.12
87.636.180.1--
2019.12
87.636.180.1--
2019.12
87.636.180.1--
2019.12
85.444.378.3--
2018.07
85.343.277.2--
2018.07
85.242.677--
2018.07
85.242.67785.684.5
2019.12
85.242.677--
2019.12
85.242.677--
2018.07
83.633.575.9--
2019.12
83.137.675.6--
2019.12
79.724.372.5--
2024.08
79.1----
2024.08
77.3----
2018.07
77.220.470.8--
2018.07
77.220.470.8--
2018.07
77.220.470.879.773.3
2019.12
77.220.470.8--
2019.12
77.220.470.8--
2019.12
77.220.470.8--
2024.08
77----
2024.08
76.5----
2019.12
76.224.669--
2018.07
71.717.665.7--
2018.07
71.717.665.7--
2018.07
71.717.665.774.269
2019.12
71.717.665.7--
2019.12
71.717.665.7--