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Out-of-Distribution Detection on FashionMNIST (ID) vs MNIST (OoD)

0.998AUROC

S score

0.105680.337340.5690.80066Sep 25, 2019Oct 17, 2020Nov 9, 2021Dec 3, 2022Dec 26, 2023Jan 17, 2025Feb 10, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2019.09
0.998
2023.12
0.998
2019.09
0.997
2024.04
0.994
2019.09
0.986
2023.12
0.9785
2024.04
0.971
2019.09
0.967
2023.12
0.9623
2026.02
0.9616
2023.12
0.956
2023.12
0.9555
2024.04
0.955
2023.12
0.955
2026.02
0.951
2024.04
0.943
2026.02
0.9424
2026.02
0.9424
2024.04
0.942
2019.09
0.941
2024.09
0.94
2023.06
0.94
2023.06
0.937
2023.06
0.934
2023.12
0.931
2023.06
0.929
2023.06
0.921
2024.09
0.92
2023.06
0.917
2023.06
0.895
2023.12
0.8922
2023.12
0.8846
2023.12
0.87
2023.06
0.869
2021.06
0.864
2023.06
0.864
2023.12
0.863
2024.04
0.861
2023.06
0.861
2026.02
0.8604
2023.12
0.8518
2023.12
0.844
2024.09
0.84
2023.06
0.807
2024.09
0.8
2024.09
0.8
2024.09
0.8
2026.02
0.7964
2021.06
0.793
2019.09
0.766
2024.09
0.75
2026.02
0.7365
2026.02
0.7359
2023.06
0.715
2023.06
0.715
2019.09
0.697
2024.09
0.68
2026.02
0.5878
2021.06
0.501
2023.06
0.494
2019.09
0.14