Case Study
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Case Study 2 | F1 Score8.9 | 50 | |
| Binary Classification | Case Study 3 (test) | F1 Score67.3 | 11 | |
| Regression | Case Study 1 | KP8.64 | 6 | |
| Process network planning | Case study 1.0 (primary) | Max. NPV ($MM)1,809.5 | 5 | |
| Classification | Case Study Hurricane Ian observations pooled FFE categories II | Accuracy91.7 | 4 | |
| Supply chain design and planning optimization | Case study 2 (Large-scale process network) | Maximum NPV ($MM)2,204.5 | 4 | |
| Alcohol-related impairment detection | Case Study 1 (leave-one-subject-out) | Accuracy61.1 | 4 | |
| Quadrotor Control with Parametric Uncertainty | Case Study 2 (Quadrotor with Vector Drag) | Total Cost81.3 | 2 | |
| Quadrotor Control with Parametric Uncertainty | Case Study 1 Quadrotor with Drag | Total Cost82.5 | 2 |
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