Image Classification on TextureMNIST reversed (test)
56.57AccuracyConcept Distillation + L
Evaluation Results
| Method | Links | |
|---|---|---|
| Concept Distillation + LBias=Digit textures, Intervention=Concept sets, Teacher Distillation=true, Additional Loss (+L)=true2023.11 | 56.57 | |
| Concept DistillationBias=Digit textures, Intervention=Concept sets, Teacher Distillation=true2023.11 | 48.82 | |
| Concept LossBias=Digit textures, Intervention=Concept sets, Teacher Distillation=false2023.11 | 38.72 | |
| RRRBias=Digit textures, Intervention=User-provided rules2023.11 | 11.35 | |
| BaseBias=Digit textures2023.11 | 11.23 | |
| EGBias=Digit textures, Intervention=User-provided rules2023.11 | 10.43 | |
| CDEPBias=Digit textures, Intervention=User-provided rules2023.11 | 10.18 |