Noise Prediction on AVICI (out-of-distribution)
0.03LIN (RMSE)DoWhy
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DoWhyTotal Nodes=202024.10 | 0.03 | 0.23 | |
| DoWhyTotal Nodes=502024.10 | 0.03 | 0.29 | |
| DoWhyTotal Nodes=1002024.10 | 0.03 | 0.31 | |
| DoWhyTotal Nodes=102024.10 | 0.04 | 0.11 | |
| FiPTotal Nodes=502024.10 | 0.04 | 0.23 | |
| FiPTotal Nodes=1002024.10 | 0.04 | 0.24 | |
| FiPTotal Nodes=202024.10 | 0.05 | 0.15 | |
| DoWhyTotal Nodes=102024.10 | 0.05 | 0.12 | |
| DoWhyTotal Nodes=202024.10 | 0.05 | 0.36 | |
| FiPTotal Nodes=102024.10 | 0.06 | 0.08 | |
| DoWhyTotal Nodes=502024.10 | 0.06 | 0.53 | |
| DoWhyTotal Nodes=1002024.10 | 0.06 | 0.6 | |
| Cond-FiPTotal Nodes=102024.10 | 0.07 | 0.1 | |
| Cond-FiPTotal Nodes=202024.10 | 0.07 | 0.12 | |
| DECITotal Nodes=502024.10 | 0.07 | 0.29 | |
| Cond-FiPTotal Nodes=502024.10 | 0.07 | 0.14 | |
| DECITotal Nodes=1002024.10 | 0.07 | 0.3 | |
| Cond-FiPTotal Nodes=1002024.10 | 0.07 | 0.16 | |
| FiPTotal Nodes=102024.10 | 0.07 | 0.09 | |
| Cond-FiPTotal Nodes=102024.10 | 0.07 | 0.11 | |
| DECITotal Nodes=202024.10 | 0.08 | 0.23 | |
| FiPTotal Nodes=502024.10 | 0.09 | 0.46 | |
| FiPTotal Nodes=1002024.10 | 0.1 | 0.54 | |
| DECITotal Nodes=102024.10 | 0.12 | 0.23 | |
| FiPTotal Nodes=202024.10 | 0.12 | 0.25 | |
| Cond-FiPTotal Nodes=502024.10 | 0.12 | 0.48 | |
| DECITotal Nodes=102024.10 | 0.13 | 0.25 | |
| DECITotal Nodes=502024.10 | 0.13 | 0.64 | |
| Cond-FiPTotal Nodes=202024.10 | 0.14 | 0.31 | |
| Cond-FiPTotal Nodes=1002024.10 | 0.14 | 0.56 | |
| DECITotal Nodes=202024.10 | 0.15 | 0.42 | |
| DECITotal Nodes=1002024.10 | 0.15 | 0.7 |