| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Amazon Beauty (test) | ProxyRCA | NDCG@1044.9 | 170 | 14d ago | |
| ML-1M | BlossomRec | NDCG@100.6128 | 140 | 14d ago | |
| Amazon Beauty | HSUGA | NDCG@1039.11 | 136 | 14d ago | |
| Yelp | LETTER | NDCG@101.76 | 131 | 23d ago | |
| Yelp (Overall) | H2Rec | Hit Rate @100.6692 | 63 | 1mo ago | |
| Sports | SRSUPM | Recall@105.83 | 62 | 3mo ago | |
| Sports | WPGRec | HR@107.04 | 61 | 6d ago | |
| Amazon-Toys | CL4SRec | R@108.12 | 58 | 14d ago | |
| Beauty | H2Rec | HR@1057.42 | 58 | 2mo ago | |
| Amazon Sports | Bert4Rec-Sem | NDCG@1032.9 | 58 | 14d ago | |
| Beauty (test) | CAMMSR | NDCG@105.17 | 57 | 1mo ago | |
| Amazon Arts (test) | I-LLMRec | NDCG@1051.91 | 50 | 3mo ago | |
| gowalla | Position-Aware Kernel Attention | NDCG@100.0485 | 50 | 13d ago | |
| Amazon Sports and Outdoors (test) | AsymRec | Recall@50.0371 | 50 | 14d ago | |
| Beauty | FreLLM4Rec | Recall@1070.2 | 48 | 1d ago | |
| Yelp | TV-Rec | HR@104.72 | 45 | 6d ago | |
| Sports (test) | FLAME | HR@53.79 | 44 | 1mo ago | |
| Beauty | TV-Rec | Hit Rate @ 2014.03 | 43 | 1mo ago | |
| Sports | FACL | Recall@50.037 | 43 | 3mo ago | |
| Toys | FAIR | Recall@56.01 | 42 | 2mo ago | |
| Beauty | PRISM | Recall@1010.12 | 42 | 3mo ago | |
| Amazon Toy (test) | NDCG@100.076 | 42 | 3mo ago | ||
| MovieLens-1M (test) | SASRec | Hit@1082.45 | 42 | 23d ago | |
| MovieLens | GRU4Rec | ValidRatio1 | 41 | 3mo ago | |
| CiteULike | RCE-KD | Recall@101.11 | 40 | 3mo ago |
