Partial Identification of Causal Effects on Synthetic Binary-outcome ground-truth bounds known
100ValidityIV-ICL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IV-ICLTime/1k (s)=0.18 ± 0.012026.05 | 100 | 0.609 | |
| Whitehouse et al.Time/1k (s)=2.15 ± 0.352026.05 | 100 | 0.641 | |
| Levis et al.Time/1k (s)=2.30 ± 0.352026.05 | 90 | 0.575 | |
| Bayes-BPTime/1k (s)=6.35 ± 0.322026.05 | 70 | 0.588 | |
| Plug-inTime/1k (s)=1.18 ± 0.262026.05 | 50 | 0.53 | |
| BayesTime/1k (s)=8.82 ± 0.352026.05 | 0 | 0.169 |