| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Simulation study n1=250 | CFACE | RMSE0.19 | 54 | 2mo ago | |
| Linear design N1=500 | GP-CATE | sqrt(PEHE)0.07 | 21 | 6d ago | |
| X5 RCT | S | Multiplicative Calibration Error1.025 | 15 | 7d ago | |
| MegaFon RCT | T | Multiplicative Calibration Error1.105 | 15 | 7d ago | |
| H(Vis) RCT | S | Multiplicative Calibration Error1.227 | 15 | 7d ago | |
| Lenta RCT | S | Multiplicative Calibration Error1.061 | 15 | 7d ago | |
| Criteo RCT | Q-Simple | Multiplicative Calibration Error1.044 | 15 | 7d ago | |
| Twins RCT | DR-S log | Multiplicative Calibration Error1.372 | 15 | 7d ago | |
| H(Conv) RCT | DR-S log | Multiplicative Calibration Error2.143 | 15 | 7d ago | |
| Standard CATE setting average per dataset | CausalFM | Latency (s)0.49 | 9 | 3mo ago | |
| Simulated Dataset t distribution, n=100 S2 (test) | X-Learner | CATE Bias (Mean)0.045 | 5 | 1mo ago | |
| Simulated Dataset Non-linear n=100 S2 (test) | MOCA-OneWay | CATE Bias Mean-0.166 | 5 | 1mo ago | |
| Simulated Dataset Linear, n=100 S2 (test) | X-Learner | Mean CATE Bias0.014 | 5 | 1mo ago | |
| Simulated Dataset Hidden confounding, n=100 S2 (test) | MOCA-OneWay | CATE Bias Mean1.687 | 4 | 1mo ago |
