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OOD Detection on CIFAR-10 (AUROC and FPR@95)

8.32FPR@95

DAVIS(µ, σ) + DICE

4.976827.543450.1172.6766Sep 30, 2023Feb 19, 2024Jul 10, 2024Nov 29, 2024Apr 20, 2025Sep 9, 2025Jan 30, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.01
8.3298.32
2026.01
8.3398.3
2026.01
10.3297.94
2026.01
10.4697.94
2026.01
10.6797.97
2026.01
12.0997.75
2023.09
12.5797.27
2025.11
13.1396
2026.01
13.4997.54
2025.11
13.8196.74
2026.01
14.5196.74
2026.01
14.8896.9
2023.09
15.0596.61
2026.01
16.4396.91
2026.01
17.1296.81
2026.01
17.2196.59
2026.01
18.196.44
2026.01
18.2196.69
2026.01
18.396.69
2026.01
18.9696.41
2026.01
19.3796.06
2025.11
19.493.94
2026.01
19.5796.34
2026.01
20.2296.4
2025.11
20.3594.06
2025.11
20.7294.71
2023.09
20.8395.24
2025.11
20.9693.19
2026.01
21.0996.4
2025.11
21.4595.51
2025.11
21.4892.85
2026.01
21.7596.17
2026.01
21.8396.02
2026.01
22.2195.88
2026.01
22.5495.42
2026.01
22.6795.78
2026.01
22.6995.59
2026.01
2395.84
2026.01
23.0695.53
2025.11
24.2792.96
2026.01
24.3895.31
2025.11
25.0593.48
2025.11
25.3592.2
2026.01
26.0495.29
2026.01
26.3695.37
2025.11
26.4292
2023.09
26.4594.95
2023.09
26.5594.57
2026.01
27.894.84
2026.01
28.3394.89
2026.01
28.9895.16
2026.01
29.2294.59
2025.11
29.6989.62
2026.01
30.1495.15
2026.01
30.9294.69
2025.11
31.7290.73
2025.11
32.0391
2025.11
32.2289.72
2025.11
32.3989.31
2026.01
32.8594.2
2025.11
33.4890.97
2025.11
33.8491.93
2025.11
34.7391.35
2026.01
35.2593.37
2026.01
35.6194.14
2025.11
40.0391.69
2025.11
41.6891.1
2025.11
41.6991.21
2025.11
44.990.42
2026.01
45.3692.43
2023.09
48.7392.46
2025.11
51.7684.23
2026.01
54.8691.96
2025.11
57.4475.87
2025.11
57.6287.96
2026.01
58.4391.23
2026.01
59.8890.82
2025.11
61.4773.9
2025.11
62.976.41
2025.11
66.4885.32
2025.11
72.3471.73
2025.11
78.3182.68
2025.11
79.0378.49
2025.11
83.5254.61
2025.11
91.957.55