| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Netflix Prize Dataset | H+Vamp Gated | NCDG@1000.409 | 22 | 3mo ago | |
| MovieLens 20M | VASP | NDCG@1000.448 | 22 | 3mo ago | |
| MovieLens | RRCM | HR@51.3 | 11 | 23d ago | |
| Netflix Prize Dataset (test) | EASE | Recall@2036.2 | 10 | 3mo ago | |
| MovieLens 2024 (test 20% temporal hold-out) | GraphTM | nDCG@100.1089 | 9 | 27d ago | |
| Amazon Video Games (test) | LGMRec | R@2019.9 | 9 | 2mo ago | |
| Amazon Sports (test) | SMORE | R@2011.35 | 9 | 2mo ago | |
| Million Songs Dataset (MSD) (test) | EASE | Recall@200.333 | 9 | 3mo ago | |
| Toys | PeaPOD | HR@19.33 | 7 | 2mo ago | |
| Beauty | PeaPOD | Hit Rate @ 112.17 | 7 | 2mo ago | |
| Sports | PeaPOD | HR@113.15 | 7 | 2mo ago | |
| Yelp 2018 revised (test) | DGCF-1 | Recall@206.4 | 6 | 3mo ago |
