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OOD Detection on iNaturalist (OOD) vs ImageNet-1k (ID) (test)

0.2FPR95

DynProto

-3.67222.46448.674.736Nov 24, 2022Jun 20, 2023Jan 14, 2024Aug 9, 2024Mar 5, 2025Sep 29, 2025Apr 26, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.04
0.299.96
2026.03
0.4299.84
2026.04
0.4299.87
2026.01
0.4699.82
2026.04
0.4699.9
2026.01
0.5399.81
2026.04
0.5799.86
2026.01
0.5999.71
2026.03
0.5999.71
2026.03
0.8599.79
2026.04
0.999.69
2026.03
0.9899.7
2026.03
1.0499.64
2026.01
1.1699.63
2026.03
1.1699.63
2026.03
1.2999.61
2026.01
1.5499.6
2026.03
1.5499.6
2026.04
1.5499.6
2026.03
1.5799.57
2026.04
1.6199.53
2026.03
1.6599.62
2026.01
1.9199.49
2026.03
1.9199.49
2026.03
1.9199.49
2026.04
299.47
2026.04
2.1399.39
2026.04
3.8199.04
2026.04
4.6898.59
2026.03
598.97
2026.04
5.1997.28
2026.01
6.3298.73
2026.03
6.3298.73
2026.04
798.45
2026.04
7.0698.5
2026.04
7.2698.44
2026.04
8.6298.06
2022.11
9.2898.15
2026.04
9.797.79
2022.11
10.6297.52
2023.03
12.2697.56
2026.03
12.2997.52
2026.04
12.8797.3
2026.04
13.3796.8
2026.03
14.4996.48
2022.11
15.0796.64
2026.04
15.0996.72
2026.04
15.2597.13
2022.11
15.7496.51
2026.01
16.0596.86
2026.03
16.0596.86
2026.04
16.0596.86
2026.01
16.5896.19
2026.03
16.5896.19
2023.03
18.6496.24
2026.04
19.1796.17
2026.04
19.2396.7
2023.03
20.3896.22
2026.03
21.5695.83
2022.11
21.5995.99
2026.03
22.5595.98
2026.03
23.8496.89
2026.04
23.8496.89
2026.01
23.9495.27
2026.03
23.9495.27
2023.03
25.6394.49
2026.01
26.1295.33
2026.03
26.1295.33
2022.11
28.3894.95
2026.03
28.9994.62
2026.03
29.1794.52
2026.03
30.2294.65
2022.11
30.9194.61
2026.04
30.9294.61
2026.03
32.1993.16
2026.01
32.294.59
2026.03
32.294.59
2022.11
34.5492.62
2022.11
40.8988.63
2023.03
47.6689.66
2023.03
54.9987.74
2023.03
55.7289.95
2026.01
58.3687.44
2026.03
58.3687.44
2026.01
81.0885.09
2026.01
81.572.56
2026.03
81.572.56
2026.01
87.386.09
2026.03
87.386.09
2023.03
9752.65