| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Yelp 2018 | SimpleX | NDCG@205.75 | 42 | 1mo ago | |
| Gowalla | Hetero-MGDCF | NDCG@200.1644 | 40 | 1mo ago | |
| Amazon-Books | UltraGCN | NDCG@205.56 | 39 | 1mo ago | |
| Amazon-Book | DDC | MRR@100.0814 | 35 | 1mo ago | |
| Amazon-Book (test) | Recall@207.36 | 35 | 1mo ago | ||
| Yelp 2018 (test) | NESCL | Recall@207.43 | 35 | 1mo ago | |
| Yelp | DDC | MRR@100.086 | 25 | 1mo ago | |
| MovieLens 1M (test) | I-CF-NADE-S | RMSE0.829 | 25 | 1mo ago | |
| Tmall | DDC | MRR@100.0737 | 23 | 1mo ago | |
| ML-20M large (test) | RaCT | Recall@200.403 | 17 | 1mo ago | |
| MovieLens-20M User (test) | Persistence | Pearson R0.778 | 16 | 1mo ago | |
| MovieLens 10M (test) | U-CF-NADE-S | RMSE0.771 | 15 | 1mo ago | |
| MSD strong generalization | RLAEDAN | AOA Recall@200.3342 | 14 | 1mo ago | |
| Netflix strong generalization | EASEDAN | AOA Recall@2036.66 | 14 | 1mo ago | |
| ML-20M strong generalization | RLAEDAN | AOA Recall@200.3956 | 14 | 1mo ago | |
| Tmall | DMICF | Recall@100.0588 | 13 | 12d ago | |
| Amazon | DMICF | Recall@107.77 | 13 | 12d ago | |
| Yelp | SaD | Recall@207.31 | 13 | 1mo ago | |
| ML 10M | DMICF | Recall@1019.34 | 12 | 12d ago | |
| MovieLens random 25% 1M (test) | Test RMSE0.831 | 11 | 1mo ago | ||
| ML-1M | SVD-AE | HR@1031.79 | 9 | 1mo ago | |
| Yelp 2018 | SVD-AE | HR@104.9 | 9 | 1mo ago | |
| Gowalla | SVD-AE | HR@1014.4 | 9 | 1mo ago | |
| Netflix large (test) | EASE | Recall@2036.2 | 9 | 1mo ago | |
| Amazon-toys 20% synthetic (test) | DTL-NS | R@2013.28 | 8 | 1mo ago |
