| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Games | Talos | MRR@205.32 | 30 | 3mo ago | |
| Beauty | Talos | MRR@200.0489 | 30 | 3mo ago | |
| Last.FM (test) | RaDAR | Recall@200.2724 | 24 | 2mo ago | |
| H&M | ProtoFed-SP | NDCG@1028.4 | 23 | 2mo ago | |
| Taobao | ProtoFed-SP | NDCG@100.231 | 23 | 2mo ago | |
| Amazon Electronics | ProtoFed-SP | NDCG@1014.2 | 23 | 2mo ago | |
| Amazon Books | ProtoFed-SP | NDCG@100.126 | 23 | 2mo ago | |
| Beauty (test) | SaFeAU | Recall@2015.09 | 20 | 2d ago | |
| Amazon Beauty | NDCG@1020.36 | 18 | 1mo ago | ||
| MovieLens 20M (test) | RecVAE | Recall@5055.3 | 17 | 3mo ago | |
| Yelp 2018 | DITaR | Convergence Epochs5 | 15 | 1mo ago | |
| Amazon Beauty | DITaR | Convergence Epochs5 | 15 | 1mo ago | |
| ML-1M | DITaR | Convergence Epochs5 | 15 | 1mo ago | |
| Amazon-Book (test) | DCGL | R@5035.74 | 14 | 23d ago | |
| MovieLens (test) | DCGL | R@5042.52 | 14 | 23d ago | |
| DBbook (test) | DCGL | R@5046.64 | 14 | 23d ago | |
| Yelp (test) | PULSE | Recall@100.0773 | 14 | 2mo ago | |
| Douban-Book (test) | PULSE | Recall@100.1079 | 14 | 3mo ago | |
| IJCAI (test) | SWGCN-T | HR@101.27 | 12 | 3mo ago | |
| Upwork (leave-one-out) | SODA-T | Recall@1010.12 | 11 | 3mo ago | |
| Pet (leave-one-out split) | SODA-E | Recall@106.96 | 11 | 3mo ago | |
| Beauty (leave-one-out split) | SODA-E | Recall@108.09 | 11 | 3mo ago | |
| Gowalla | Talos | Recall@2020.78 | 11 | 3mo ago | |
| Yelp 2018 (test) | SaFeAU | Recall@106.95 | 9 | 2d ago | |
| Toys-and-Games (test) | SaFeAU | Recall@1010.06 | 9 | 2d ago |
