RetailRocket
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conversion Rate Prediction | Retailrocket | ROC-AUC0.751 | 45 | |
| Recommendation | RetailRocket | NDCG @ 1029.96 | 44 | |
| Sequential Recommendation | RetailRocket | Hit Rate @10 (H@10)13.29 | 13 | |
| Multi-behavior Recommendation | RetailRocket | Recall@2013.8 | 10 | |
| CVR | Retailrocket 4DBInfer (test) | AUC0.8495 | 9 | |
| Session-based Recommendation | RetailRocket (RR) | Recall@2061.41 | 8 | |
| Category Recommendation | RetailRocket | Hit Rate @ 1 (HR@1)68.44 | 7 | |
| Session-based Recommendation | RetailRocket Unbiased (test) | Recall@205.58 | 6 | |
| Session-based Recommendation | RetailRocket Tail (test) | R@200.5507 | 6 | |
| Session-based Recommendation | RetailRocket AOA (test) | Recall@200.602 | 6 | |
| Score Prediction | RetailRocket (test) | RMSE0.4356 | 4 | |
| Item Recommendation | RetailRocket (test) | NDCG@105.21 | 4 |
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