Counterfactual Explanation on vehicle
1ValidityExDBSCAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ExDBSCAN2026.05 | 1 | — | |
| ExDBSCAN Randomvariant=random2026.05 | 1 | — | |
| DiCE Directtype=direct2026.05 | 0.5 | — | |
| BayCon Randomvariant=random2026.05 | 0.2 | — | |
| BayCon Closestvariant=closest2026.05 | 0.2 | — | |
| GS Surrogatetype=surrogate2026.05 | 0.07 | — | |
| GS Directtype=direct2026.05 | 0 | — | |
| DiCE Surrogatetype=surrogate2026.05 | 0 | — | |
| BayConNon-actionable feature constraint=true, Selection strategy=Random2026.05 | — | 1.4 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Closest2026.05 | — | 0.6 | |
| ExDBSCANNon-actionable feature constraint=true2026.05 | — | 2.3 | |
| ExDBSCANNon-actionable feature constraint=true, Selection strategy=Random2026.05 | — | 4.9 | |
| GSNon-actionable feature constraint=true, Model access=Surrogate2026.05 | — | 0.2 |