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Out-of-Distribution Detection on iNaturalist

99.9AUROC

NNGuide

91.122493.401295.6897.9588May 5, 2021Feb 18, 2022Dec 4, 2022Sep 19, 2023Jul 4, 2024Apr 19, 2025Feb 2, 2026
Updated 5d ago

Evaluation Results

MethodLinks
2025.01
99.91.8---
2025.01
99.61.8---
2022.03
99.542.12---
2022.03
99.412.6---
2022.03
99.282.6---
2025.01
99.13.6---
2022.03
994.31---
2022.03
98.894.81---
2022.03
98.695.43---
2022.03
98.666.16---
2022.03
98.576.58---
2022.03
98.576.58---
2022.03
98.576.63---
2026.02
98.198.54---
2021.05
98.159.2899.62--
2023.02
98.159.28---
2026.02
98.069.1---
2026.02
98.0210.37---
2025.01
989.5---
2026.02
9811.04---
2026.02
97.979.71---
2025.01
97.911.5---
2026.02
97.8711.52---
2023.02
97.720.81---
2026.02
97.6712.57---
2025.01
97.612.4---
2022.03
97.519.98---
2026.02
97.512.72---
2024.05
97.4913.59---
2026.02
97.4712.02---
2023.02
97.1215.7---
2023.02
97.0815.48---
2024.05
97.0714.04---
2026.02
97.0614.9---
2025.01
96.914.3---
2022.03
96.8814.79---
2026.02
96.7618.82---
2024.05
96.52----
2026.02
96.4618.02---
2026.02
96.3719.73---
2024.05
96.3416.72---
2023.02
96.2220.38---
2026.02
96.2119.05---
2023.03
96.1916.58---
2026.02
96.1819---
2022.03
96.1119.04---
2024.05
96.119.47---
2024.05
96.0120.64---
2025.01
9613---
2024.05
95.7521.03---
2022.03
95.7215.41---
2024.05
95.7217.59---
2023.02
95.6827.26---
2026.02
95.6624.08---
2022.03
95.2215.47---
2026.02
95.1227.21---
2024.05
94.9319.62---
2026.02
94.8928.19---
2022.03
94.7727.62---
2022.03
94.7623.19---
2026.02
94.728.78---
2023.03
94.6829.75---
2023.03
94.6530.22---
2026.02
94.6329.25---
2023.03
94.6228.99---
2023.03
94.5331.65---
2026.02
94.5326.48---
2023.03
94.5229.17---
2023.02
94.4925.63---
2026.02
94.4630.09---
2023.03
94.4132.08---
2026.02
94.3331.56---
2022.03
94.2419.65---
2026.02
93.9723.73---
2024.05
93.8932.03---
2026.02
93.8433.47---
2026.02
93.7631.68---
2024.05
93.72----
2026.02
93.6740.24---
2024.05
93.5722.16---
2024.05
93.5422.92---
2026.02
93.1726.81---
2023.03
93.1632.19---
2021.05
9327.3697.93--
2022.03
92.9533.28---
2026.02
92.7243.05---
2024.05
92.6534.06---
2024.05
92.5433.37---
2026.02
92.4633.7---
2024.05
92.4426.1---
2024.05
92.4429.77---
2022.03
92.1552.79---
2024.05
92.0929.32---
2024.05
92.0525.29---
2026.02
91.9439.13---
2022.09
91.9141.31---
2022.09
91.8144.52---
2022.03
91.5658.67---
2024.05
91.4933.04---
2024.05
91.4627.75---
Showing 100 of 225 rows