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Benchmarks
Out-of-Distribution Detection on ImageNet ID Average OOD (test)
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97.89
AUROC
DDE
78.8372
83.7836
88.73
93.6764
Jun 24, 2026
AUROC
FPR95
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
FPR95
DDE
Zero-shot=true
2026.06
97.89
9.8
AdaNeg
Zero-shot=true
2026.06
96.66
18.92
OODD
Zero-shot=true
2026.06
95.89
19.9
AdaND
Zero-shot=true
2026.06
95.58
16
NegRefine
Zero-shot=true
2026.06
94.82
21.16
NegLabel
Zero-shot=true
2026.06
94.21
25.4
MCM
Zero-shot=true
2026.06
90.77
42.74
Max-Logit
Zero-shot=true
2026.06
83.59
69.08
Energy
Zero-shot=true
2026.06
79.57
82.21
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