| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Online Conversion Optimization | Criteo Uplift 100K users (held-out set) | Total Conversions46 | 20 | |
| Uplift Modeling | CRITEO-UPLIFT | LIFT@300.3904 | 12 | |
| Budget-constrained treatment allocation | Criteo Uplift 1.4M scale | Conversions33 | 4 | |
| Budget-constrained treatment allocation | Criteo Uplift 500K scale | Conversions32 | 4 | |
| Budget-constrained treatment allocation | Criteo Uplift 100K scale | Conversions44 | 4 |