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Near-OOD Detection on CIFAR-100 (test)

89.78AUROC

NAC-UE

44.571256.308168.04579.7819Jun 5, 2023Nov 22, 2023May 11, 2024Oct 28, 2024Apr 17, 2025Oct 4, 2025Mar 24, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2023.06
89.7835.06
2023.06
89.7337.64
2023.06
88.8343.86
2025.11
88.330.73
2025.11
88.330.73
2023.06
87.7549.19
2023.06
87.2158.75
2023.06
87.1953.08
2023.06
87.1755.81
2023.06
86.9148.06
2023.06
86.3666.6
2023.06
86.3166.59
2023.06
85.9367.4
2023.06
83.5952.81
2023.06
82.1877
2026.03
81.3154.42
2025.11
81.3154.42
2025.11
81.3154.42
2025.11
81.0555.47
2025.11
81.0555.47
2026.03
80.99-
2025.11
80.9555.22
2025.11
80.9555.22
2025.11
80.9155.62
2025.11
80.9155.62
2025.11
80.954.49
2025.11
80.953.73
2025.11
80.954.49
2025.11
80.953.73
2025.11
80.7756.39
2025.11
80.7756.39
2025.11
80.755.21
2025.11
80.755.21
2025.11
80.6752.59
2025.11
80.6752.59
2025.11
80.456.05
2023.06
80.3181
2026.03
80.2754.8
2025.11
80.2754.8
2025.11
80.2754.8
2026.03
80.2657.26
2026.03
80.1861.22
2025.11
80.1861.22
2025.11
80.1861.22
2026.03
80.1555.46
2025.11
80.1555.46
2025.11
80.1555.46
2026.03
79.9658.23
2026.03
79.957.91
2025.11
79.957.91
2025.11
79.3857.95
2026.03
78.9559.07
2025.11
78.9559.07
2025.11
78.4762.89
2025.11
78.4762.89
2026.03
78.265.71
2025.11
78.265.71
2025.11
78.265.71
2025.11
78.0261.42
2025.11
78.0261.42
2023.06
77.9865.32
2023.06
77.8990.55
2026.03
77.4560.74
2026.03
77.3460.58
2025.11
77.1567.58
2025.11
77.1567.58
2025.11
77.0755.88
2025.11
77.0755.88
2023.06
77.0173.71
2025.11
76.5677.92
2025.11
76.4156.58
2026.03
74.9862.63
2025.11
74.9862.63
2025.11
74.9862.63
2025.11
74.9461.56
2023.06
74.1187.31
2025.11
73.172.02
2025.11
73.172.02
2025.11
71.670.21
2025.11
71.670.21
2025.11
71.4570.26
2025.11
70.1385.58
2025.11
65.9876.52
2025.11
61.8880.59
2023.06
61.2991.87
2026.03
58.6983.53
2025.11
58.6983.53
2023.06
58.3391.68
2023.06
54.4394.54
2023.06
52.8194.84
2025.11
51.6692.28
2026.03
46.3195.88
2025.11
46.3195.88