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Out-of-distribution Detection on SVHN vs CIFAR-10 (test)

99.98AUROC

lambda (Similarity-only)

21.470441.852762.23582.6173Jul 10, 2018Oct 15, 2019Jan 19, 2021Apr 26, 2022Aug 1, 2023Nov 5, 2024Feb 10, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.02
99.98-----
2026.02
99.97-----
2026.02
99.97-----
2026.02
99.69-----
2026.02
99.67-----
2026.02
99.38-----
2018.07
99.398.496.9---
2018.07
99.398.496.999.797-
2019.12
99.398.496.9---
2019.12
99.398.496.9---
2026.02
99.3-----
2026.02
99.12-----
2018.07
98.996.895.9---
2018.07
98.996.895.999.695.8-
2019.12
98.996.895.9---
2019.12
98.996.895.9---
2018.07
98.897.596.3---
2026.02
98.7-----
2018.07
97.694.194.6---
2019.12
97.385.892---
2019.12
97.385.892---
2026.02
96.4-----
2019.12
95.580.489.1---
2019.12
95.580.489.1---
2018.07
92.978.390---
2018.07
92.978.390---
2018.07
92.978.39095.185.7-
2019.12
92.978.390---
2019.12
92.978.390---
2018.07
92.179.889.4---
2018.07
92.179.889.4---
2018.07
92.179.889.49486.8-
2019.12
92.179.889.4---
2019.12
92.179.889.4---
2018.07
91.969.386.6---
2018.07
91.969.386.6---
2018.07
91.969.386.6---
2018.07
91.969.386.695.782.8-
2019.12
91.969.386.6---
2019.12
91.969.386.6---
2018.07
91.471.785.8---
2018.07
91.471.785.895.284.5-
2019.12
91.471.785.8---
2019.12
91.471.785.8---
2024.04
91.11----89.63
2024.04
89.72----87.9
2024.04
89.64----87.76
2024.04
89.01----86.04
2024.04
88.57----85.55
2024.04
88.47----83.97
2024.04
80.73----87.46
2024.04
72.76----60.6
2024.04
71.53----60.98
2024.04
68.28----69.21
2024.04
30.26----39.13
2024.04
24.49----36.56