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Benchmarks
Out-of-Distribution Detection on ImageNet-1K Near-OOD OpenOOD v1.5
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55.73
FPR@95
ISH (Ours)
55.0916
59.4008
63.71
68.0192
Sep 30, 2023
FPR@95
AUROC
ID Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR@95
AUROC
ID Acc
ISH (Ours)
Backbone=ResNet50, Tra...
2023.09
55.73
84.01
76.74
ResNet50 TorchVision Model Extended
Backbone=ResNet50, Tra...
2023.09
59.25
82.67
76.84
ResNet50 TorchVision Model
Backbone=ResNet50, Tra...
2023.09
59.76
81.36
76.13
AugMix
Backbone=ResNet50, Tra...
2023.09
60.58
83.55
77.64
RegMixup
Backbone=ResNet50, Tra...
2023.09
63.55
80.85
76.88
LogitNorm
Training Strategy=Logi...
2023.09
68.56
74.62
76.45
CIDER
Training Strategy=CIDE...
2023.09
71.69
68.97
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