Counterfactual Explanation Generation on Banknote
1RElliCE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 1 | 1.125 | |
| PROPLACEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 1 | 1.339 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 1 | 2.323 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 1 | 2.323 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 1 | 2.323 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 1 | 1.563 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.995 | 1.116 | |
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.995 | 1.644 | |
| ElliCEModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.993 | 1.259 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.993 | 1.188 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.993 | 1.496 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.993 | 1.365 | |
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.99 | 1.475 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.988 | 1.563 | |
| T:RexModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.814 | 1.163 | |
| PROPLACEModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.692 | 1.386 | |
| PROPLACEModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.668 | 1.348 | |
| ElliCEModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.623 | 1.47 | |
| PROPLACEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.619 | 1.386 | |
| ROARModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.399 | 0.89 | |
| T:RexModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.132 | 1.163 | |
| PROPLACEModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.069 | 1.329 | |
| ROARModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.002 | 0.89 |