Causal Inference on Flickr (Out-of-Sample)
0.82sqrt(PEHE)DISIV
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DISIVwC-wU configuration=0.5-0.52026.02 | 0.82 | 0.63 | |
| DISIVwC-wU configuration=0.5-1.02026.02 | 0.89 | 0.39 | |
| DISIVwC-wU configuration=1.0-1.02026.02 | 1.08 | 0.42 | |
| DEEPIVwC-wU configuration=0.5-1.02026.02 | 1.26 | 1.25 | |
| NETDECONFwC-wU configuration=0.5-0.52026.02 | 1.29 | 0.73 | |
| NETIVwC-wU configuration=0.5-0.52026.02 | 1.3 | 0.67 | |
| CFRwC-wU configuration=1.0-1.02026.02 | 1.33 | 1.31 | |
| NETIVwC-wU configuration=0.5-1.02026.02 | 1.52 | 0.89 | |
| NETDECONFwC-wU configuration=0.5-1.02026.02 | 1.67 | 0.82 | |
| CFRwC-wU configuration=0.5-1.02026.02 | 1.69 | 1.65 | |
| NETDECONFwC-wU configuration=1.0-1.02026.02 | 1.73 | 0.83 | |
| NETIVwC-wU configuration=1.0-1.02026.02 | 1.74 | 0.95 | |
| TARNETwC-wU configuration=0.5-1.02026.02 | 2.38 | 2.33 | |
| CFRwC-wU configuration=0.5-0.52026.02 | 2.5 | 2.49 | |
| TARNETwC-wU configuration=0.5-0.52026.02 | 2.79 | 1.65 | |
| DEEPIVwC-wU configuration=1.0-1.02026.02 | 3.08 | 3.07 | |
| DEEPIVwC-wU configuration=0.5-0.52026.02 | 3.21 | 3.2 | |
| TARNETwC-wU configuration=1.0-1.02026.02 | 4.81 | 3.46 |