Counterfactual Explanations on Breast Cancer (test)
1.554IM1PSCE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PSCEBackbone=BNN2026.01 | 1.554 | 5.7579 | 15.66 | 86.8 | |
| PSCEModel=BNN2026.01 | 1.554 | 5.7579 | 15.66 | 86.8 | |
| BayesCFBackbone=BNN2026.01 | 1.1957 | 7.2014 | 38.67 | 78.4 | |
| BayesCFModel=BNN2026.01 | 1.1957 | 7.2014 | 38.67 | 78.4 | |
| BayesCFUncertainty Estimation=MC Dropout2026.01 | 1.13 | 7.1505 | 5.39 | 79.2 | |
| BayesCFInference Method=MC Dropout2026.01 | 1.13 | 7.1505 | 5.39 | 79.2 | |
| SchutBackbone=BNN2026.01 | 1.1151 | 7.4072 | 30.5 | 84.8 | |
| SchutModel=BNN2026.01 | 1.1151 | 7.4072 | 30.5 | 84.8 | |
| SchutUncertainty Estimation=MC Dropout2026.01 | 1.0332 | 7.2913 | 10.45 | 90.4 | |
| SchutInference Method=MC Dropout2026.01 | 1.0332 | 7.2913 | 10.45 | 90.4 | |
| WachterBackbone=BNN2026.01 | 0.8348 | 6.9434 | 26.84 | 99.4 | |
| WachterUncertainty Estimation=MC Dropout2026.01 | 0.8214 | 6.8754 | 27.57 | 99 | |
| ROARBackbone=BNN2026.01 | 0.8164 | 6.9247 | 26.01 | 99.4 | |
| ROARUncertainty Estimation=MC Dropout2026.01 | 0.8146 | 6.8794 | 27.57 | 99.4 | |
| PSCEUncertainty Estimation=MC Dropout2026.01 | 0.6932 | 5.6275 | 8 | 97.2 | |
| PSCEInference Method=MC Dropout2026.01 | 0.6932 | 5.6275 | 8 | 97.2 |