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Benchmarks
Heterogeneous Treatment Effect Estimation on S3 zeta=3, no overlap Synthetic (test)
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0.225
RMSE (L=10)
SurvITE
0.21664
0.27307
0.3295
0.38593
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
0.225
0.687
SurvITE
balancing=CFR-2
2021.10
0.236
0.691
SurvITE
balancing=CFR-1
2021.10
0.269
0.825
SurvITE
IPM=None
2021.10
0.275
0.843
RSF
2021.10
0.328
1.027
DeepHit
2021.10
0.347
0.821
LR-sep
2021.10
0.412
1.111
CSA
2021.10
0.421
2.098
Cox
2021.10
0.434
1.073
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