HC-MNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Policy Error Rate Estimation | HC-MNIST (out-sample) | Error Rate (Out-Sample)10.91 | 33 | |
| Treatment Effect Estimation | HC-MNIST | rPEHE (Output)0.513 | 23 | |
| Makarov Bound Estimation | HC-MNIST lower bound (out-sample) | rCRPS0.357 | 6 | |
| Makarov Bound Estimation | HC-MNIST upper bound (out-sample) | rCRPS (out-sample)0.347 | 6 | |
| Potential Outcome Estimation | HC-MNIST a = 1 | CNFs (W2)0.653 | 4 | |
| Potential Outcome Estimation | HC-MNIST a = 0 | CNFs (W2)0.603 | 4 | |
| Causal Estimation | HC-MNIST (out-of-sample) | Metric- | 0 |
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