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Out-of-Distribution Detection on CIFAR-10

100AUROC

PixelCNN++

67.2475.74584.2592.755Dec 11, 2018Sep 10, 2019Jun 9, 2020Mar 9, 2021Dec 7, 2021Sep 6, 2022Jun 6, 2023
Updated 3d ago

Evaluation Results

MethodLinks
2018.12
1000100--
2018.12
100099.6--
2018.12
99.51.396.2--
2019.06
991.285.6--
2023.03
98.785.15---
2023.03
97.8512.41---
2018.12
97.89.590.5--
2023.06
97.611.2297.87-93.66
2023.06
97.611.2297.87-93.66
2023.03
97.5913.55---
2022.04
97.5812.16--94.45
2023.06
97.4911.6297.63-90.57
2023.06
97.4812.2197.74-94.01
2023.06
97.4811.8596.62-91.02
2023.06
97.4812.2197.74-93.44
2023.06
97.4112.8497.38-91.02
2023.03
97.3614.84---
2023.06
97.3212.9496.78-92.22
2023.06
97.0713.897.31-92.59
2023.06
97.0713.897.31-92.59
2022.04
96.9616.21--94.45
2022.10
96.8919.0699.31--
2023.03
96.8717.39---
2022.10
96.4120.9699.39--
2019.06
96.38.170.8--
2023.06
95.6317.5195.92-88.12
2023.06
95.2223.9495.53-92.47
2022.10
95.2123.6998.83--
2023.06
95.1325.8795.51-93.69
2023.06
94.5818.7994.69-80.91
2023.06
94.5818.7994.69-80.91
2023.06
94.5725.9594.86-93.69
2023.06
94.3718.594.51-77.24
2023.06
94.3718.594.51-77.24
2023.06
94.1820.5594.15-76.62
2023.06
93.9730.7194.38-94.01
2023.06
93.9730.7194.38-94.01
2022.04
93.8630.02--94.38
2023.06
93.7333.2994.27-92.8
2023.06
93.7333.2994.27-92.8
2022.10
93.537.0698.55--
2023.03
93.4334.56---
2022.10
93.2334.1898.41--
2023.03
93.2134.98---
2018.12
93.217.260--
2023.06
93.0423.5292.99-67.41
2023.06
93.0224.4192.36-71.97
2022.10
93.0138.9198.42--
2022.10
92.9142.8698.42--
2023.06
92.7638.4393.57-93.74
2022.04
92.4828.98--94.22
2022.04
92.4430.16--94.38
2023.06
92.0742.6992.72-94.01
2023.06
92.0742.6992.72-94.01
2022.04
92.0549.95--94.38
2023.06
91.7440.492.67-92.68
2023.03
91.5631.55---
2023.06
91.4642.3191.67-94.01
2023.06
91.4642.3191.67-94.01
2018.12
90.943.272.4--
2023.06
90.6641.5191.11-92.55
2022.10
90.5637.6797.46--
2022.10
90.2142.6497.49--
2022.10
90.140.5197.35--
2023.06
89.960.0891.48-94.01
2023.06
89.960.0891.48-94.01
2022.10
89.8255.797.32--
2018.12
89.350.370.4--
2018.12
89.334.959.2--
2023.06
88.8450.2389.31-93.86
2018.12
88.848.970--
2022.10
88.7957.5997.37--
2023.03
88.6942.8---
2023.03
88.453.77---
2023.03
88.2737.77---
2023.06
87.6958.4788.16-93.86
2022.04
87.5635.88--94.38
2023.06
87.1268.2987.84-93.86
2020.07
83.9----
2018.12
83.746.466--
2020.07
83.4----
2023.06
83.2965.6882.74-93.86
2020.07
82.9----
2020.07
82.7----
2020.07
82.4----
2023.03
82.2158.22---
2020.07
82.2----
2020.07
81.8----
2020.07
81.6----
2020.07
81.4----
2020.07
81.1----
2022.04
78.4270.97--93.49
2023.06
77.5761.1876.11-93.86
2018.12
76.476.936.5--
2018.12
75.886.960--
2023.06
75.161.3572.32-94.01
2023.06
75.161.3572.32-94.01
2018.12
74.886.138.6--
2018.12
69.496.840.9--
2018.12
68.589.841.9--
Showing 100 of 109 rows