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ResearchFormerly WizWand

Causal Inference on Demand (test)

14.25c-MSE (Median)NMMR-U
-8.6804146.0998300.88455.6602May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
NMMR-UTraining Set Size=10,0002022.0514.254.46
NMMR-UTraining Set Size=50,0002022.0514.2712.47
NMMR-UTraining Set Size=5,0002022.0516.2110.55
NMMR-VTraining Set Size=1,0002022.0523.4111.26
NMMR-UTraining Set Size=1,0002022.0523.688.02
NMMR-VTraining Set Size=5,0002022.0530.7417.73
DFPVTraining Set Size=1,0002022.0541.8311.78
NMMR-VTraining Set Size=10,0002022.0542.8829.45
DFPVTraining Set Size=5,0002022.0548.227.73
NMMR-VTraining Set Size=50,0002022.0562.1816.97
LSTraining Set Size=1,0002022.0563.195.82
LSTraining Set Size=50,0002022.0564.650.74
LSTraining Set Size=10,0002022.0564.982.44
LSTraining Set Size=5,0002022.0565.142.64
2SLSTraining Set Size=50,0002022.0582.012.22
2SLSTraining Set Size=1,0002022.0582.0818.82
2SLSTraining Set Size=10,0002022.0582.15.55
2SLSTraining Set Size=5,0002022.0583.164.51
DFPVTraining Set Size=10,0002022.0587.14471.59
Naive NetTraining Set Size=1,0002022.05160.3533.78
CEVAETraining Set Size=10,0002022.05170.58176.1
CEVAETraining Set Size=50,0002022.05171.98293.27
CEVAETraining Set Size=1,0002022.05180.8161.26
Naive NetTraining Set Size=5,0002022.05186.9730.22
Naive NetTraining Set Size=10,0002022.05204.36113.71
CEVAETraining Set Size=5,0002022.05214.98120.88
Naive NetTraining Set Size=50,0002022.05224.0933.17
DFPVTraining Set Size=50,0002022.05242.15464.38
PMMRTraining Set Size=10,0002022.05423.129.26
PMMRTraining Set Size=5,0002022.05466.533.47
KPVTraining Set Size=1,0002022.05469.9497.07
KPVTraining Set Size=10,0002022.05470.6229.3
KPVTraining Set Size=5,0002022.05481.3254.8
PMMRTraining Set Size=1,0002022.05587.5140.35