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OOD Detection on iNaturalist

99.71AUROC

AdaNeg

20.555641.105361.65582.2047Feb 23, 2023Aug 21, 2023Feb 17, 2024Aug 15, 2024Feb 10, 2025Aug 9, 2025Feb 5, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2024.05
99.71--
2024.05
99.49--
2024.05
99.14--
2024.05
98.68--
2024.11
98.059.71-
2024.11
97.6512.07-
2024.05
97.36--
2024.05
97.16--
2024.11
96.7115.16-
2023.02
96.3722.25-
2024.11
96.317.58-
2024.11
95.8613.94-
2024.11
95.719.16-
2026.02
95.27-31.32
2026.02
95.23-31.64
2026.02
94.82-32.89
2023.06
94.7121.97-
2024.05
94.59--
2024.11
94.1731.86-
2026.02
94.15-38.54
2024.11
94.0528.81-
2024.05
93.97--
2024.11
93.9228.25-
2026.02
92.83-45.49
2024.11
92.6636.17-
2023.06
92.4133.03-
2023.06
91.9728.88-
2023.06
91.6136.9-
2023.02
91.4548.6-
2024.11
91.443.8-
2025.05
91.3-29.9
2023.06
90.9133.11-
2023.06
90.737.85-
2024.11
90.4937.79-
2023.06
89.8341.39-
2023.02
89.355.71-
2023.06
89.0647.83-
2024.11
88.0360.88-
2023.02
87.9264.09-
2023.06
87.6949.12-
2024.11
87.239.28-
2024.11
87.1864.98-
2025.05
87-31
2024.11
86.8765.57-
2023.02
86.7370.75-
2023.02
85.764.95-
2024.11
84.5665.03-
2023.02
84.4774.98-
2024.11
77.7474.57-
2025.05
68.6-86.4
2024.11
57.7398.93-
2025.05
23.6-99.2