Counterfactual Explanation Generation on Parkinsons
1RROAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ROARModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 1 | 2.08 | |
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.999 | 1.226 | |
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.999 | 1.403 | |
| ElliCEModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.997 | 4.236 | |
| ElliCEModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.997 | 3.621 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.996 | 1.112 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.993 | 1.1 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.99 | 1.062 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.987 | 1.062 | |
| T:RexModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.986 | 2.148 | |
| ROARModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.923 | 2.419 | |
| T:RexModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.919 | 2.148 | |
| ElliCEModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.885 | 2.56 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=AWP2026.02 | 0.854 | 1.902 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=Dropout Rashomon2026.02 | 0.853 | 1.902 | |
| ElliCE+RModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.61 | 1.17 | |
| ROARModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.593 | 1.902 | |
| T:RexModel Architecture=Multi-layer perceptron, Evaluation Protocol=Retrain2026.02 | 0.577 | 1.062 | |
| PROPLACEModel Architecture=Linear models, Evaluation Protocol=Dropout Rashomon2026.02 | 0.269 | 3.062 | |
| PROPLACEModel Architecture=Linear models, Evaluation Protocol=AWP2026.02 | 0.046 | 2.414 |