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Out-of-Distribution Detection on CIFAR-10

100AUROC

PixelCNN++

81.48886.29491.195.906Dec 11, 2018Mar 1, 2020May 21, 2021Aug 10, 2022Oct 30, 2023Jan 18, 2025Apr 9, 2026
Updated 5d 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---
2026.04
91.8-------
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-----
2026.04
90.78-------
2023.06
90.6641.5191.11-92.55---
2026.04
90.65-------
2022.10
90.5637.6797.46-----
2026.04
90.23-------
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------
2026.04
87.98-------
2026.04
87.91-------
2026.04
87.71-------
2023.06
87.6958.4788.16-93.86---
2026.04
87.58-------
2022.04
87.5635.88--94.38---
2023.06
87.1268.2987.84-93.86---
2026.04
86.98-------
2025.09
86.3957.38---86.9585.38-
2026.04
86.19-------
2025.09
83.9761.98---84.4282.61-
2020.07
83.9-------
2018.12
83.746.466-----
2020.07
83.4-------
2026.04
83.36-------
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-------
Showing 100 of 128 rows