Classification on aPY
87.9Class AccuracyAR-CBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AR-CBMRegularizer=IBE2026.02 | 87.9 | 0.968 | |
| IntCEMRegularizer=IBE2026.02 | 87.7 | 0.971 | |
| ProbCBMRegularizer=IBB2026.02 | 87.3 | 0.96 | |
| AR-CBMRegularizer=None2026.02 | 87.3 | 0.967 | |
| AR-CBMRegularizer=IBB2026.02 | 87.1 | 0.963 | |
| IntCEMRegularizer=None2026.02 | 86.9 | 0.967 | |
| ProbCBMRegularizer=IBE2026.02 | 86.8 | 0.958 | |
| IntCEMRegularizer=IBB2026.02 | 86.8 | 0.966 | |
| Black-box2026.02 | 86.6 | — | |
| ProbCBMRegularizer=None2026.02 | 86.3 | 0.967 | |
| CBM (SJ)Regularizer=IBE2026.02 | 86 | 0.968 | |
| CBM (SJ)Regularizer=IBB2026.02 | 85 | 0.966 | |
| CBM (SI)Regularizer=IBE2026.02 | 84.8 | 0.957 | |
| CBM (SI)Regularizer=IBB2026.02 | 84.5 | 0.966 | |
| CBM (SJ)Regularizer=None2026.02 | 79.7 | 0.967 | |
| CBM (SI)Regularizer=None2026.02 | 79.2 | 0.967 |