ibm
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Potential Outcome Estimation | IBM out-of-sample | RMSE0.04 | 19 | |
| Potential Outcome Estimation | IBM in-sample | RMSE0.04 | 19 | |
| CATE estimation | IBM (out-of-sample) | Root PEHE0.04 | 9 | |
| CATE estimation | IBM (in-sample) | Root PEHE0.04 | 9 | |
| Distributional Fit of Potential Outcomes | IBM (out-of-sample) | Wasserstein Distance0.44 | 8 | |
| Distributional Fit of Potential Outcomes | IBM (in-sample) | Wasserstein Distance0.33 | 8 | |
| Potential Outcome Density Estimation | IBM | KL Divergence0.08 | 3 | |
| Macro Placement | ibm04 | HPWL0.84 | 3 | |
| Macro Placement | ibm02 | HPWL0.59 | 3 | |
| Floorplanning | ibm6 | Manhattan Wirelength16,321 | 2 |
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