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ResearchFormerly WizWand

Out-of-Distribution Detection on Fishyscapes L&F official (test)

2.27FPR (%)RPL+CoroCL
0.438812.799425.1637.5206Nov 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RPL+CoroCLArchitecture=DeepLabv3+, Backbone=WiderResNet382022.112.2753.99
DenseHybridArchitecture=DeepLabv3+, Backbone=WiderResNet382022.116.1843.9
GMMSegArchitecture=DeepLabv3+, Backbone=WiderResNet382022.116.6155.63
PEBALArchitecture=DeepLabv3+, Backbone=WiderResNet382022.117.5844.17
SynboostArchitecture=DeepLabv3+, Backbone=WiderResNet382022.1115.7943.22
EmbeddingArchitecture=DeepLabv3+, Backbone=WiderResNet382022.1130.023.55
Meta-OoDArchitecture=DeepLabv3+, Backbone=WiderResNet382022.1135.1429.96
ResynthesisArchitecture=DeepLabv3+, Backbone=WiderResNet382022.1148.055.7