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ResearchFormerly WizWand

Individual Treatment Effect (ITE) Estimation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic (out)

3.06PEHE

16

Feb 26, 2026

2.88PEHE

16

Feb 26, 2026

0.44PEHE

16

Feb 26, 2026

0.25PEHE

16

Feb 26, 2026

Synthetic Dynamic Simulation N=1000, T=10, dt=10 1.0 (test)

0.082PEHE

5

Apr 28, 2026

Synthetic Dynamic Simulation (N=1000, T=10, dt=8) 1.0 (test)

0.155PEHE

5

Apr 28, 2026

Synthetic Dynamic Simulation (N=1000, T=10, dt=6) 1.0 (test)

0.118PEHE

5

Apr 28, 2026

Synthetic Dynamic Simulation (N=1000, T=10, dt=4) 1.0 (test)

0.1PEHE

5

Apr 28, 2026

Synthetic Dynamic Simulation N=1000, T=10, dt=2 1.0 (test)

0.029PEHE

5

Apr 28, 2026