Metric: HR@10 (higher is better)
| # | Model↕ | HR@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KTUP (soft) | 0.8903 | No | Unifying Knowledge Graph Learning and Recommenda... | 2019-02-17 | Code |
| 2 | SSE-PT | 0.8389 | No | - | - | Code |
| 3 | SASRec | 0.8245 | No | Self-Attentive Sequential Recommendation | 2018-08-20 | Code |
| 4 | HyperML | 0.7563 | No | HyperML: A Boosting Metric Learning Approach in ... | 2018-09-05 | - |
| 5 | LRML | 0.7397 | No | Latent Relational Metric Learning via Memory-bas... | 2017-07-17 | Code |
| 6 | CML | 0.7216 | No | - | - | Code |
| 7 | SS4Rec | 0.3561 | No | SS4Rec: Continuous-Time Sequential Recommendatio... | 2025-02-12 | Code |
| 8 | TiM4Rec | 0.331 | No | TiM4Rec: An Efficient Sequential Recommendation ... | 2024-09-24 | Code |
| 9 | SVD-AE | 0.3179 | No | SVD-AE: Simple Autoencoders for Collaborative Fi... | 2024-05-08 | Code |
| 10 | ∞-AE | 0.3151 | No | Infinite Recommendation Networks: A Data-Centric... | 2022-06-03 | Code |
| 11 | BSARec | 0.2757 | No | An Attentive Inductive Bias for Sequential Recom... | 2023-12-16 | Code |
| 12 | SASRec | 0.2137 | No | Self-Attentive Sequential Recommendation | 2018-08-20 | Code |
| 13 | Ekar* | 0.1994 | No | Ekar: An Explainable Method for Knowledge Aware ... | 2019-06-22 | Code |