Tmall
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| CTR Prediction | Tmall 1.39% compression | AUC76.29 | 35 | |
| Next-item prediction | Tmall (test) | Hits@100.3245 | 28 | |
| Collaborative Filtering | Tmall | MRR@100.0737 | 23 | |
| Multi-behavior Sequential Recommendation | Tmall (test) | HR@50.688 | 16 | |
| Node Classification | Tmall (test) | Average Accuracy65.14 | 15 | |
| Report Generation | TMALL | Accuracy4.6 | 14 | |
| Recommendation | Tmall | R@108.43 | 14 | |
| Collaborative Filtering | Tmall | Recall@100.0588 | 13 | |
| Recommendation | Tmall | HR@1030.74 | 12 | |
| Set Prediction | TMALL (test) | Overlap (Size 1)0.3797 | 12 | |
| Recommendation | Tmall (test) | HR@100.1385 | 11 | |
| Sequential Recommendation | Tmall | Hit Rate @510.22 | 10 | |
| Multi-behavior Recommendation | Tmall | Recall@206.26 | 10 | |
| Set distribution learning | TMALL | G01.17 | 10 | |
| Dynamic Node Classification | Tmall | Training Time (s)23.68 | 9 | |
| Trajectory simulation | TMALL | Recall@515.57 | 8 | |
| Session-Based Recommendation | Tmall | P@1034.01 | 8 | |
| Attribute estimation | Tmall | Hits@1059.49 | 8 | |
| Category Recommendation | Tmall (test) | Hit Rate @ 1 (HR@1)32.44 | 7 | |
| Retrieval | Tmall (test) | NDCG@100.0658 | 6 |
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