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Benchmarks
CATE estimation on Synthetic Benchmark range do(D) ∈ [-2.5, 2.5] (in-sample)
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0.36
RMSE
IMPspec
0.3408
0.4704
0.6
0.7296
Oct 18, 2024
RMSE
Calibration Error
Interval Score (95%)
Updated 1d ago
Evaluation Results
Method
Method
Links
RMSE
Calibration Error
Interval Score (95%)
IMPspec
2024.10
0.36
0.05
2.27
BayesIMP
2024.10
0.38
0.11
2.99
Sampling GP
2024.10
0.4
0.19
6.67
Continuous DR
2024.10
0.61
0.13
8.37
ORF
2024.10
0.84
0.16
10.34
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