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Benchmarks
Out-of-Distribution Detection on ImageNet-1K OpenOOD Far-OOD v1.5
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15.62
FPR@95
ISH (Ours)
14.9916
19.2333
23.475
27.7167
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
15.62
96.79
76.74
ResNet50 TorchVision Model
Backbone=ResNet50, Tra...
2023.09
16.53
96.53
76.13
ResNet50 TorchVision Model Extended
Backbone=ResNet50, Tra...
2023.09
18.48
96.24
76.84
RegMixup
Backbone=ResNet50, Tra...
2023.09
19.87
95.94
76.88
AugMix
Backbone=ResNet50, Tra...
2023.09
21.01
95.99
77.64
CIDER
Training Strategy=CIDE...
2023.09
28.69
92.18
-
LogitNorm
Training Strategy=Logi...
2023.09
31.33
91.54
76.45
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