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Benchmarks
Heterogeneous Treatment Effect Estimation on S4 zeta=3, no overlap Synthetic (test)
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0.237
RMSE (L=10)
SurvITE
0.22952
0.28001
0.3305
0.38099
Oct 26, 2021
RMSE (L=10)
RMSE (L=20)
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE (L=10)
RMSE (L=20)
SurvITE
balancing=baseline pop...
2021.10
0.237
0.703
SurvITE
balancing=CFR-2
2021.10
0.294
0.815
SurvITE
IPM=None
2021.10
0.31
0.93
RSF
2021.10
0.332
1.058
SurvITE
balancing=CFR-1
2021.10
0.341
1.016
DeepHit
2021.10
0.361
0.83
CSA
2021.10
0.406
1.932
LR-sep
2021.10
0.418
1.149
Cox
2021.10
0.424
1.047
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