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Out-of-Distribution Detection on CIFAR-10 (ID) vs SVHN (OOD) (test)

100AUROC

WAIC

-1.50424.84851.277.552Sep 25, 2019Oct 10, 2020Oct 26, 2021Nov 12, 2022Nov 28, 2023Dec 13, 2024Dec 30, 2025
Updated 3d ago

Evaluation Results

MethodLinks
2019.09
100---
2020.12
10098--
2020.12
100100--
2020.12
10098--
2020.12
100100--
2020.12
100100--
2021.03
99.8---
2021.03
99.7---
2021.03
99.6---
2019.12
99.598.1496.71-
2019.12
99.597.696.7-
2019.12
99.187.895.8-
2019.12
99.187.895.8-
2019.12
99.196.195.9-
2019.09
99.1---
2021.10
99.05---
2020.12
9996--
2020.12
9996--
2019.09
98.4---
2025.12
98.35---
2025.12
98.28---
2025.12
98.21---
2021.10
98.2---
2025.12
98.15---
2019.12
98.190.893.9-
2025.12
98.03---
2021.03
97.9---
2021.10
97.09---
2020.12
9789--
2019.12
96.770.391.1-
2019.12
96.770.391.1-
2019.09
96.6---
2019.12
95.979.987.3-
2019.12
95.586.291.4-
2019.09
95---
2020.12
9585--
2025.12
94.84---
2021.10
94.72---
2024.10
94.56--17.61
2025.12
94.05---
2021.10
93.87---
2025.12
93.65---
2019.12
93.271.386.4-
2021.10
93.16---
2019.09
92.9---
2025.12
92.9---
2025.12
92.36---
2020.12
9278--
2025.12
91.25---
2019.09
91.2---
2025.12
91.19---
2025.12
91.11---
2025.12
90.96---
2025.12
90.67---
2021.10
90.48---
2019.12
89.950.585.1-
2019.12
89.950.585.1-
2019.12
89.940.283.2-
2021.10
88.29---
2024.10
87.63--44.59
2024.10
85.95--39.22
2024.10
85.56--34.94
2024.10
83.55--40.72
2024.10
83.07--39.55
2024.10
82.17--85.39
2024.10
76.82--70.95
2019.09
75.8---
2021.10
74.82---
2021.10
67.23---
2024.10
64.04--83.68
2024.10
62.14--80.02
2021.10
60.63---
2021.10
56.98---
2019.09
52.8---
2019.09
42---
2021.03
15.8---
2021.03
14.5---
2021.03
2.5---
2021.03
2.4---