| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Games | Talos | MRR@205.32 | 30 | 1mo ago | |
| Beauty | Talos | MRR@200.0489 | 30 | 1mo ago | |
| Last.FM (test) | RaDAR | Recall@200.2724 | 24 | 1mo ago | |
| H&M | ProtoFed-SP | NDCG@1028.4 | 23 | 18d ago | |
| Taobao | ProtoFed-SP | NDCG@100.231 | 23 | 18d ago | |
| Amazon Electronics | ProtoFed-SP | NDCG@1014.2 | 23 | 18d ago | |
| Amazon Books | ProtoFed-SP | NDCG@100.126 | 23 | 18d ago | |
| Amazon Beauty | NDCG@1020.36 | 18 | 5d ago | ||
| MovieLens 20M (test) | RecVAE | Recall@5055.3 | 17 | 1mo ago | |
| Yelp 2018 | DITaR | Convergence Epochs5 | 15 | 5d ago | |
| Amazon Beauty | DITaR | Convergence Epochs5 | 15 | 5d ago | |
| ML-1M | DITaR | Convergence Epochs5 | 15 | 5d ago | |
| Yelp (test) | PULSE | Recall@100.0773 | 14 | 25d ago | |
| Douban-Book (test) | PULSE | Recall@100.1079 | 14 | 1mo ago | |
| IJCAI (test) | SWGCN-T | HR@101.27 | 12 | 1mo ago | |
| Upwork (leave-one-out) | SODA-T | Recall@1010.12 | 11 | 1mo ago | |
| Pet (leave-one-out split) | SODA-E | Recall@106.96 | 11 | 1mo ago | |
| Beauty (leave-one-out split) | SODA-E | Recall@108.09 | 11 | 1mo ago | |
| Gowalla | Talos | Recall@2020.78 | 11 | 1mo ago | |
| Beauty (test) | Talos | Recall@2014.99 | 11 | 1mo ago | |
| Amazon Movie (test) | AlphaFree | Recall@200.1267 | 7 | 1mo ago | |
| Dianping-Food (test) | KGNN-LS | Recall@24.7 | 7 | 1mo ago | |
| Yahoo! Movies (test) | Sheaf4Rec | P@104.7 | 6 | 25d ago | |
| Amazon Steam (test) | AlphaFree | Recall@2024.02 | 6 | 1mo ago | |
| Amazon Video (test) | AlphaFree | Recall@2011.11 | 6 | 1mo ago |
