Causal Inference on Demand (test)
14.25c-MSE (Median)NMMR-U
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NMMR-UTraining Set Size=10,0002022.05 | 14.25 | 4.46 | |
| NMMR-UTraining Set Size=50,0002022.05 | 14.27 | 12.47 | |
| NMMR-UTraining Set Size=5,0002022.05 | 16.21 | 10.55 | |
| NMMR-VTraining Set Size=1,0002022.05 | 23.41 | 11.26 | |
| NMMR-UTraining Set Size=1,0002022.05 | 23.68 | 8.02 | |
| NMMR-VTraining Set Size=5,0002022.05 | 30.74 | 17.73 | |
| DFPVTraining Set Size=1,0002022.05 | 41.83 | 11.78 | |
| NMMR-VTraining Set Size=10,0002022.05 | 42.88 | 29.45 | |
| DFPVTraining Set Size=5,0002022.05 | 48.22 | 7.73 | |
| NMMR-VTraining Set Size=50,0002022.05 | 62.18 | 16.97 | |
| LSTraining Set Size=1,0002022.05 | 63.19 | 5.82 | |
| LSTraining Set Size=50,0002022.05 | 64.65 | 0.74 | |
| LSTraining Set Size=10,0002022.05 | 64.98 | 2.44 | |
| LSTraining Set Size=5,0002022.05 | 65.14 | 2.64 | |
| 2SLSTraining Set Size=50,0002022.05 | 82.01 | 2.22 | |
| 2SLSTraining Set Size=1,0002022.05 | 82.08 | 18.82 | |
| 2SLSTraining Set Size=10,0002022.05 | 82.1 | 5.55 | |
| 2SLSTraining Set Size=5,0002022.05 | 83.16 | 4.51 | |
| DFPVTraining Set Size=10,0002022.05 | 87.14 | 471.59 | |
| Naive NetTraining Set Size=1,0002022.05 | 160.35 | 33.78 | |
| CEVAETraining Set Size=10,0002022.05 | 170.58 | 176.1 | |
| CEVAETraining Set Size=50,0002022.05 | 171.98 | 293.27 | |
| CEVAETraining Set Size=1,0002022.05 | 180.8 | 161.26 | |
| Naive NetTraining Set Size=5,0002022.05 | 186.97 | 30.22 | |
| Naive NetTraining Set Size=10,0002022.05 | 204.36 | 113.71 | |
| CEVAETraining Set Size=5,0002022.05 | 214.98 | 120.88 | |
| Naive NetTraining Set Size=50,0002022.05 | 224.09 | 33.17 | |
| DFPVTraining Set Size=50,0002022.05 | 242.15 | 464.38 | |
| PMMRTraining Set Size=10,0002022.05 | 423.1 | 29.26 | |
| PMMRTraining Set Size=5,0002022.05 | 466.5 | 33.47 | |
| KPVTraining Set Size=1,0002022.05 | 469.94 | 97.07 | |
| KPVTraining Set Size=10,0002022.05 | 470.62 | 29.3 | |
| KPVTraining Set Size=5,0002022.05 | 481.32 | 54.8 | |
| PMMRTraining Set Size=1,0002022.05 | 587.51 | 40.35 |