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OOD Detection on CIFAR-10 standard (test) vs Multiple OOD Sets

28.39Avg FPR95

GradNorm

26.1241.442556.76572.0875Oct 1, 2021Jan 20, 2022May 12, 2022Aug 31, 2022Dec 21, 2022Apr 11, 2023Aug 1, 2023
Updated 1mo ago

Evaluation Results

MethodLinks
2021.10
28.3917.7696.660.2399.8757.8585.237.7190.7693.12--
2021.10
37.1620.9195.999.6697.989.2461.1528.8392.3186.84--
2023.08
38.22--------91.64--
2021.10
39.1255.5289.632.3299.3945.8690.8152.7889.9992.46--
2023.08
39.4--------91.64--
2021.10
39.749.891.973.8699.0346.4890.5558.6788.7992.59--
2023.08
39.98--------91.69--
2023.08
40.46--------91.76--
2023.08
43.31--------91.03--
2023.08
48.45--------88.34--
2023.08
48.47--------89.93--
2023.08
48.59--------89.13--
2023.08
50.43--------84.29--
2023.08
52.85--------88.55--
2021.10
60.5366.0989.8637.7394.8770.0585.9968.2387.6289.59--
2023.08
63.02--------88.57--
2023.08
85.14--------63.15--
2026.02
----------59.7892.1
2026.02
----------54.7892.22
2026.02
----------56.294.35
2026.02
----------61.191.13
2026.02
----------59.5692.23
2026.02
----------59.5986.35
2026.02
----------59.5486.11