Causal Inference On Ihdp
Metriken
Average Treatment Effect Error
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | Average Treatment Effect Error |
|---|---|
| adapting-neural-networks-for-the-estimation | 0.20 |
| estimating-individual-treatment-effect | 0.96 |
| estimating-individual-treatment-effect | 0.27 |
| minimizing-bias-in-massive-multi-arm | 0.29 |
| estimating-individual-treatment-effect | 0.42 |
| deep-representation-learning-for | 0.23 |
| causal-effect-inference-with-deep-latent | 0.46 |
| estimating-individual-treatment-effect | 0.4 |
| estimating-individual-treatment-effect | 0.79 |
| learning-end-to-end-patient-representations | 0.15 |
| estimating-individual-treatment-effect | 0.28 |
| estimating-individual-treatment-effect | 0.93 |