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Out-of-Distribution Detection on CIFAR-10 (test)

0.984AUROC

MSP with OECC

0.769760.825380.8810.93662Jun 8, 2019Dec 26, 2019Jul 15, 2020Feb 2, 2021Aug 22, 2021Mar 12, 2022Sep 30, 2022
Updated 1mo ago

Evaluation Results

MethodLinks
2019.06
0.9846.5693.08------
2022.07
0.9795--------
2022.07
0.9792--------
2019.06
0.97819.590.48------
2022.07
0.9698--------
2022.07
0.969--------
2022.07
0.9628--------
2021.11
0.952420.83-------
2021.10
0.951--------
2021.11
0.949526.45-------
2021.08
0.947--0.9770.8950.9790.9630.9370.928
2021.11
0.945726.55-------
2021.10
0.941--------
2022.09
0.94--------
2022.09
0.94--------
2021.08
0.94--0.9650.9050.9630.9620.9210.924
2021.11
0.937124.57-------
2021.10
0.933--------
2022.09
0.933--------
2022.09
0.933--------
2021.08
0.931--0.9810.8890.9370.9520.9140.911
2022.09
0.927--------
2022.09
0.925--------
2021.11
0.924648.73-------
2021.08
0.92--0.9730.8860.9280.9140.9160.905
2021.06
0.9199--------
2021.06
0.9199--------
2021.10
0.919--------
2022.09
0.914--------
2021.08
0.913--0.9040.8680.9610.9420.9090.891
2021.10
0.911--------
2021.08
0.91--0.9360.8640.9450.9020.9220.89
2021.10
0.909--------
2021.11
0.906134.25-------
2021.06
0.898--------
2021.06
0.898--------
2021.11
0.891531.42-------
2021.08
0.881--0.8860.8580.9070.8830.8750.874
2021.06
0.8604--------
2021.06
0.8604--------
2021.06
0.8454--------
2021.06
0.8454--------
2021.06
0.7784--------
2021.06
0.7784--------
2021.08
0.778--0.7810.7490.8070.7650.8070.76
2023.12
---0.180.52----
2023.12
---0.870.568----
2023.12
---0.9040.546----
2023.12
---0.9920.5790.5870.716--
2023.12
---0.9920.607----
2023.12
---0.7070.570.6050.578--
2023.12
---0.9790.620.7340.686--
2023.12
---0.9930.7750.8370.814--