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Out-of-distribution Detection on ImageNet-30 (test)

91.6Mean AUROC

CSI

-2.9848821.5708146.126570.68219Jul 16, 2020Dec 18, 2020May 23, 2021Oct 26, 2021Mar 31, 2022Sep 3, 2022Feb 6, 2023
Updated 1mo ago

Evaluation Results

MethodLinks
2020.07
91.6---------
2020.07
85.7---------
2020.07
84.8---------
2020.07
81.6---------
2020.07
77.9---------
2020.07
65.3---------
2023.02
0.989-0.9940.99110.9660.9890.9950.989-
2021.06
0.96690.96440.97070.96370.97180.9649--0.9656-
2021.06
0.95670.94150.97640.98490.96180.8904--0.9854-
2023.02
0.948-0.9830.9740.9620.870.940.9320.974-
2021.06
0.94770.93320.96430.97350.95430.8848--0.9763-
2021.06
0.94140.96570.95230.96240.96470.8548--0.9486-
2021.06
0.92810.89190.95160.96380.93810.8361--0.987-
2021.06
0.92080.93340.93630.94820.94190.8251--0.9399-
2020.07
0.916---------
2021.06
0.91420.90580.93250.95280.92130.8509--0.9216-
2023.02
0.907-0.9560.9420.9220.8120.8970.9020.921-
2020.07
0.905---------
2023.02
0.903-0.9670.950.8970.7980.9050.9060.901-
2021.06
0.87010.85260.9030.92880.8770.7893--0.8698-
2020.07
0.857---------
2020.07
0.852---------
2020.07
0.848---------
2020.07
0.816---------
2020.07
0.779---------
2020.07
0.765---------
2020.07
0.745---------
2020.07
0.715---------
2020.07
0.7---------
2020.07
0.7---------
2020.07
0.655---------
2020.07
0.653---------
2020.07
-0.880.9670.950.8970.7980.9050.9060.901-
2020.07
-0.8630.9560.9420.9220.8120.8970.9020.921-
2020.07
-0.9340.9770.9690.960.870.9250.9190.937-
2020.07
-0.9460.9830.9740.9620.8890.940.9320.974-
2021.06
---------85.11
2021.06
---------65.27
2021.06
---------87.42
2021.06
---------92.13
2021.06
---------96.57