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ResearchFormerly WizWand

Image Classification on DecoyMNIST reversed (test)

99AccuracyRRR
50.993663.456875.9288.3832Nov 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RRRBias=Spatial patches, Intervention=User-provided rules2023.1199
Concept Distillation + LBias=Spatial patches, Intervention=Concept sets, Teacher Distillation=true, Additional Loss (+L)=true2023.1198.98
Concept DistillationBias=Spatial patches, Intervention=Concept sets, Teacher Distillation=true2023.1198.58
EGBias=Spatial patches, Intervention=User-provided rules2023.1197.8
CDEPBias=Spatial patches, Intervention=User-provided rules2023.1197.2
Concept LossBias=Spatial patches, Intervention=Concept sets, Teacher Distillation=false2023.1187.49
BaseBias=Spatial patches2023.1152.84