Counterfactual Generation on Loan
306.3Unique Valid CounterfactualsTabular Diffusion
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tabular DiffusionOracle Budget (N_oracle)=10002026.06 | 306.3 | 58.9 | 8.879 | 39.2 | |
| Tabular DiffusionOracle Budget (N_oracle)=1502026.06 | 46.83 | 57.7 | 8.807 | 53.8 | |
| GrowingSpheresOracle Budget (N_oracle)=10002026.06 | 3.23 | 84.9 | 2.921 | 14 | |
| CERTIFAIOracle Budget (N_oracle)=1502026.06 | 1 | 50.8 | 9.9 | 0 | |
| CERTIFAIOracle Budget (N_oracle)=10002026.06 | 1 | 52.6 | 9.833 | 0 | |
| DiCEOracle Budget (N_oracle)=1502026.06 | 0 | — | — | — | |
| DiCEOracle Budget (N_oracle)=10002026.06 | 0 | — | — | — | |
| GrowingSpheresOracle Budget (N_oracle)=1502026.06 | 0 | — | — | — | |
| C-CHVAEOracle Budget (N_oracle)=1502026.06 | 0 | — | — | — | |
| C-CHVAEOracle Budget (N_oracle)=10002026.06 | 0 | — | — | — |