Counterfactual Generation on AVICI (test)
0LIN RMSE (IN)DoWhy
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DoWhyTotal Nodes=502024.10 | 0 | 0.09 | 0 | 0.17 | |
| DoWhyTotal Nodes=1002024.10 | 0 | 0.08 | 0 | 0.2 | |
| DoWhyTotal Nodes=202024.10 | 0.01 | 0.12 | 0 | 0.13 | |
| FiPTotal Nodes=1002024.10 | 0.01 | 0.07 | 0.02 | 0.19 | |
| DECITotal Nodes=1002024.10 | 0.02 | 0.1 | 0.02 | 0.22 | |
| DoWhyTotal Nodes=102024.10 | 0.03 | 0.13 | 0 | 0.04 | |
| FiPTotal Nodes=102024.10 | 0.03 | 0.09 | 0.02 | 0.03 | |
| FiPTotal Nodes=202024.10 | 0.03 | 0.1 | 0.06 | 0.09 | |
| FiPTotal Nodes=502024.10 | 0.03 | 0.08 | 0.03 | 0.14 | |
| DECITotal Nodes=502024.10 | 0.04 | 0.11 | 0.03 | 0.18 | |
| DECITotal Nodes=202024.10 | 0.06 | 0.15 | 0.07 | 0.15 | |
| Cond-FiPTotal Nodes=102024.10 | 0.09 | 0.21 | 0.05 | 0.11 | |
| Cond-FiPTotal Nodes=202024.10 | 0.09 | 0.26 | 0.13 | 0.3 | |
| Cond-FiPTotal Nodes=1002024.10 | 0.09 | 0.29 | 0.13 | 0.56 | |
| DECITotal Nodes=102024.10 | 0.1 | 0.2 | 0.04 | 0.11 | |
| Cond-FiPTotal Nodes=502024.10 | 0.1 | 0.26 | 0.1 | 0.46 |