| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Recommendation | Beauty | HR@1057.42 | 58 | |
| Sequential Recommendation | Beauty (test) | NDCG@105.17 | 57 | |
| Sequential Recommendation | Beauty | Recall@1070.2 | 48 | |
| Recommendation | Beauty | NDCG@552.17 | 48 | |
| Sequential Recommendation | Beauty | Hit Rate @ 2014.03 | 43 | |
| Sequential Recommendation | Beauty | Recall@1010.12 | 42 | |
| Recommendation | Beauty | P@201.8 | 30 | |
| Top-K Recommendation | Beauty | MRR@200.0489 | 30 | |
| Sequential Recommendation | Beauty | HR@1011.97 | 29 | |
| Generative Recommendation | Beauty | R@108.15 | 28 | |
| Sequential Recommendation | Beauty Tail | Hit Rate@100.0645 | 27 | |
| Sequential Recommendation | Beauty Overall | H@106.44 | 27 | |
| Multi-turn information acquisition | Beauty | Success Rate82.9 | 25 | |
| Session-based Recommendation | Beauty | Hit Rate@53.49 | 24 | |
| Next-item prediction | Beauty (test) | Hits@1092.72 | 23 | |
| Recommendation | Beauty | Recall@2010.931 | 20 | |
| Recommendation | Beauty | Recall@107.619 | 20 | |
| Top-K Recommendation | Beauty (test) | Recall@2015.09 | 20 | |
| Sequential Recommendation | Beauty | Memory (MB)4,094 | 18 | |
| Generative Recommendation | Beauty (test) | Recall@54.33 | 16 | |
| Sequential Recommendation | Beauty | Coverage@1086.12 | 15 | |
| Sequential Recommendation | Beauty | HR@2013.04 | 14 | |
| Sequential Recommendation | Beauty | Hit Rate@109.14 | 14 | |
| Next-basket Recommendation | Beauty | Recall@1012.76 | 14 | |
| Sequential Recommendation | Beauty Tail Item | Hit Rate @ 1025.57 | 14 |