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Out-of-Distribution Detection on iNaturalist (test)

98.15AUROC

MOS

22.968442.486762.00581.5233May 5, 2021Mar 5, 2022Jan 4, 2023Nov 5, 2023Sep 5, 2024Jul 7, 2025May 8, 2026
Updated 22d ago

Evaluation Results

MethodLinks
2021.05
98.159.28--
2021.05
9327.36--
2026.05
90.7528.03--
2022.09
89.5152.17--
2021.05
89.3662.69--
2026.03
89.23-36.8243.79
2022.09
88.9548.92--
2021.05
88.4864.91--
2026.05
88.3429.7--
2022.09
88.1744.07--
2026.03
87.93-40.6439.6
2022.09
87.8150.37--
2026.03
87.62-45.6339.57
2021.05
87.5963.69--
2026.05
87.5931.54--
2026.05
86.931.96--
2026.05
86.5332.99--
2026.05
85.7833.23--
2026.05
85.633.84--
2026.05
85.3739.01--
2026.03
84.71-50.9732.37
2026.05
84.3440.1--
2022.09
83.0961.67--
2022.09
83.0665.81--
2022.09
82.9352.95--
2026.03
82.69-42.1125.68
2026.03
82.52-54.8929.47
2026.03
82.26-42.4724.66
2026.05
81.8547.47--
2026.05
81.3447.75--
2026.05
81.3449.69--
2022.09
81.371.04--
2026.05
81.2245.76--
2026.03
80.88-58.627.91
2026.05
80.4348.61--
2026.03
80.3-49.9825.64
2026.05
7941.53--
2026.03
78.47-50.6124.53
2026.03
77.43-57.119.81
2026.05
77.3844.57--
2026.03
77.33-58.1620.64
2026.05
76.959.54--
2026.03
76.35-61.7520.9
2026.03
75.61-54.5918.04
2026.05
75.2254.45--
2026.03
74.01-55.1816.43
2022.09
73.9276.31--
2026.03
73.48-55.6816.41
2022.09
73.379.27--
2026.05
73.0971.73--
2026.03
72.22-55.5916
2026.03
71.36-72.6917.33
2022.09
68.5676.78--
2026.03
67.79-62.4613.53
2022.09
65.7590.79--
2022.09
65.4189.83--
2026.05
64.7774.72--
2022.09
58.1390.5--
2026.03
54.06-83.389.86
2026.03
53.32-87.479.26
2022.09
51.7991.5--
2021.05
46.3396.34--
2026.03
34.34-96.436.82
2022.09
25.8699.3--
2022.04
-17.56--
2022.04
-7.3--