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Out-of-Distribution Detection on CIFAR-10 (AUROC)

96AUROC

VaLLA

85.0887.91590.7593.585Feb 16, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.02
96
2026.02
95.3
2026.02
94.4
2026.02
94
2026.02
94
2026.02
93.6
2026.02
93.3
2026.02
93.1
2026.02
92.9
2026.02
92.8
2026.02
92.6
2026.02
92.4
2026.02
92.3
2026.02
91.7
2026.02
90.9
2026.02
90.7
2026.02
90.5
2026.02
90.3
2026.02
90.1
2026.02
89.9
2026.02
89.7
2026.02
89
2026.02
89
2026.02
88.5
2026.02
88.5
2026.02
88.5
2026.02
88.5
2026.02
88.2
2026.02
87.7
2026.02
87.6
2026.02
87.5
2026.02
87
2026.02
86.6
2026.02
86.5
2026.02
86
2026.02
85.5