| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Amazon Beauty (test) | ProxyRCA | NDCG@1044.9 | 107 | 2d ago | |
| Yelp | SRSUPM | Recall@100.0781 | 80 | 4d ago | |
| Sports | SRSUPM | Recall@105.83 | 62 | 4d ago | |
| ML-1M | BlossomRec | NDCG@100.6128 | 49 | 4d ago | |
| Amazon Beauty | BlossomRec | Recall@1047.34 | 48 | 4d ago | |
| Sports | FACL | Recall@50.037 | 43 | 4d ago | |
| Beauty | PRISM | Recall@1010.12 | 42 | 4d ago | |
| Amazon Toy (test) | NDCG@100.076 | 42 | 4d ago | ||
| MovieLens | GRU4Rec | ValidRatio1 | 41 | 4d ago | |
| Amazon | Recall@10 (Average)10.38 | 40 | 2d ago | ||
| Amazon Arts (test) | NDCG@1011.28 | 40 | 2d ago | ||
| Amazon Reviews 8 Domains | MergeRec (Domain-wise) | NDCG@10 (Avg)89.4 | 36 | 2d ago | |
| Amazon (test) | MergeRec (Layer-wise) | Recall@10 (Avg)93.7 | 36 | 2d ago | |
| Yelp (Overall) | H2Rec | Hit Rate @100.6692 | 36 | 4d ago | |
| Toys | FAIR | Recall@56.01 | 31 | 4d ago | |
| Amazon Sport | CL4SRec | R@104.46 | 30 | 4d ago | |
| Amazon-Toys | CL4SRec | R@108.12 | 30 | 4d ago | |
| Beauty | H2Rec | HR@1057.42 | 30 | 4d ago | |
| Amazon Sport | HSTU + RSIR | NDCG@200.0363 | 24 | 4d ago | |
| Toys (Overall) | TADA | Hit Rate @108.46 | 24 | 4d ago | |
| Douyin | TADA | H@100.15 | 24 | 4d ago | |
| Beauty | UniGRec | Recall@55.48 | 24 | 4d ago | |
| Amazon Toys (test) | RGCF-XRec | NDCG@1071.26 | 24 | 2d ago | |
| Amazon Games (test) | ProxyRCA | Hit@1080.9 | 23 | 4d ago | |
| KuaiRand | FuXi-gamma-Large | HR@1011.37 | 22 | 4d ago |
