KuaiRand
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Recommendation | KuaiRand | HR@1011.37 | 22 | |
| Multi-task recommendation (Effective-view) | KuaiRand-1K (offline) | AUC0.7918 | 14 | |
| Multi-scenario Multi-task Recommendation | KuaiRand-Pure | S1 T1 AUC71.01 | 13 | |
| Re-ranking | KuaiRand (test) | MAP@566.61 | 10 | |
| Sequential Recommendation | Kuairand 27K | N@10.68 | 9 | |
| Interactive Recommendation | KuaiRand | Tint11.39 | 9 | |
| Multi-task recommendation (Follow) | KuaiRand-1K (offline) | AUC81.59 | 7 | |
| Multi-task recommendation (Like) | KuaiRand 1K (offline) | AUC0.9182 | 7 | |
| Recommendation | KuaiRand-Pure 3% (K4) | R@5021.87 | 6 | |
| Recommendation | KuaiRand-Pure 4% (K3) | R@5020.26 | 6 | |
| Recommendation | KuaiRand Pure 9% (K2) | R@5031.04 | 6 | |
| Recommendation | KuaiRand-Pure 84% (K1) | R@5018.86 | 6 | |
| Recommendation Retrieval | Kuairand Hit@4k | Base@2k2.27 | 5 | |
| Recommendation Retrieval | Kuairand Hit@2k | Base@1k1.56 | 5 |
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