| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| User Churn Prediction | Rel Hm | ROC-AUC69.3 | 62 | |
| Entity Regression (item-sales) | rel-hm | MAE0.0556 | 16 | |
| user-churn binary classification | rel-hm (test) | AUROC64.4 | 9 | |
| item-sales regression | rel-hm | R230.9 | 8 | |
| Entity Recommendation | rel-hm | MAP2.86 | 7 | |
| Entity Regression | rel-hm item-sales (test) | MAE0.0556 | 6 | |
| item-sales | rel-hm (test) | R^230.9 | 5 | |
| Entity Classification (user-churn) | rel-hm | ROC-AUC70.64 | 4 | |
| Entity Recommendation | rel-hm user-item-purchase | MAP2.86 | 4 | |
| Classification | rel-hm user-churn (test) | AUC0.69 | 3 |