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Out-of-Distribution Detection on iNaturalist (test)

7.3FPR@95

KNN (non-parametric)

3.6228.4653.378.14May 5, 2021Jul 27, 2021Oct 19, 2021Jan 10, 2022Apr 4, 2022Jun 26, 2022Sep 18, 2022
Updated 4d ago

Evaluation Results

MethodLinks
2022.04
7.3-
2021.05
9.2898.15
2022.04
17.56-
2021.05
27.3693
2022.09
44.0788.17
2022.09
48.9288.95
2022.09
50.3787.81
2022.09
52.1789.51
2022.09
52.9582.93
2022.09
61.6783.09
2021.05
62.6989.36
2021.05
63.6987.59
2021.05
64.9188.48
2022.09
65.8183.06
2022.09
71.0481.3
2022.09
76.3173.92
2022.09
76.7868.56
2022.09
79.2773.3
2022.09
89.8365.41
2022.09
90.558.13
2022.09
90.7965.75
2022.09
91.551.79
2021.05
96.3446.33
2022.09
99.325.86