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ResearchFormerly WizWand

Image Classification on TextureMNIST reversed (test)

56.57AccuracyConcept Distillation + L
8.324420.849733.37545.9003Nov 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Concept Distillation + LBias=Digit textures, Intervention=Concept sets, Teacher Distillation=true, Additional Loss (+L)=true2023.1156.57
Concept DistillationBias=Digit textures, Intervention=Concept sets, Teacher Distillation=true2023.1148.82
Concept LossBias=Digit textures, Intervention=Concept sets, Teacher Distillation=false2023.1138.72
RRRBias=Digit textures, Intervention=User-provided rules2023.1111.35
BaseBias=Digit textures2023.1111.23
EGBias=Digit textures, Intervention=User-provided rules2023.1110.43
CDEPBias=Digit textures, Intervention=User-provided rules2023.1110.18