Demand
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Inference | Demand (test) | c-MSE (Median)14.25 | 34 | |
| Proximal Causal Inference | Demand Airline demand simulation | MSE12.2 | 15 | |
| Active Speaker Detection | DEMAND Pixelated Face | PARK92 | 4 | |
| Active Speaker Detection | DEMAND Object Occlusion + Noise | Performance (PARK)76.1 | 4 | |
| Uncertainty Quantification | demand IV design | AUC91.8 | 4 | |
| Instrumental Variable Estimation | demand n=1000 | Normalized MSE0.028 | 4 | |
| Instrumental Variable Estimation | demand n=500 | Normalized MSE0.053 | 4 | |
| Instrumental Variable Estimation | demand n=200 | Normalized MSE0.07 | 4 |
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