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ResearchFormerly WizWand

Out-of-Distribution Detection on Species Average

51.11FPR@95RankFeat
50.202856.326462.4568.5736Sep 18, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.0951.1188.37
RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.0958.1274.19
RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.0959.0287.58
ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.0967.0285.06
EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.0970.8884.03
ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.0970.9684.14
MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.0973.7981.44