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Out-of-Distribution Detection and Generalization on CIFAR-10 (ID) vs Textures (OOD) and CIFAR-10-C (OOD)

90.51OOD Accuracy

AHA

42.87855.24467.6179.976Sep 26, 2024Sep 28, 2024Sep 30, 2024Oct 3, 2024Oct 5, 2024Oct 7, 2024Oct 10, 2024
Updated 4d ago

Evaluation Results

MethodLinks
2024.10
90.5194.54--
2024.10
90.5194.545.6397.95
2024.09
85.5693.9737.1590.91
2024.10
85.5693.97--
2024.10
85.5693.9737.1590.91
2024.09
83.1494.4939.190.45
2024.10
83.1494.4939.190.45
2024.09
81.492.512.0598.25
2024.09
79.1793.358.2475.7
2024.10
79.1793.358.2475.7
2024.09
79.0394.9142.9489.99
2024.10
79.0394.9142.9489.99
2024.09
77.9290.8559.4287.81
2024.10
77.9290.8559.4287.81
2024.09
76.991.3565.4585.46
2024.10
76.991.3565.4585.46
2024.09
75.7192.9357.1889.11
2024.10
75.7192.9357.1889.11
2024.09
75.0594.8459.2888.5
2024.09
75.0594.8449.1284.97
2024.09
75.0594.8452.7985.22
2024.09
75.0594.841597.33
2024.09
75.0594.8429.3593.7
2024.09
75.0594.8439.592.73
2024.09
75.0594.8453.3785.63
2024.09
75.0594.8452.7985.22
2024.10
75.0594.8452.7985.22
2024.10
75.0594.8451.2484.97
2024.10
75.0594.8452.7985.22
2024.10
75.0594.8416.4297.33
2024.10
75.0594.8426.2693.7
2024.10
75.0594.8429.3592.73
2024.10
75.0594.8445.2785.63
2024.10
75.0594.8452.7985.22
2024.09
49.3494.6816.4296.46
2024.10
49.3494.6816.4296.46
2024.09
44.7192.8429.3693.93
2024.10
44.7192.8429.3693.93