Metric: HR@20 (higher is better)
| # | Model↕ | HR@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SR-PredAO+SGNNHN | 72.62 | No | SR-PredictAO: Session-based Recommendation with ... | 2023-09-20 | Code |
| 2 | SGNN-HN | 72.06 | No | - | - | - |
| 3 | TAGNN++ | 71.91 | No | Introducing Self-Attention to Target Attentive G... | 2021-07-04 | Code |
| 4 | PEN4Rec | 71.53 | No | PEN4Rec: Preference Evolution Networks for Sessi... | 2021-06-17 | Code |
| 5 | NISER+ | 71.27 | No | NISER: Normalized Item and Session Representatio... | 2019-09-10 | Code |
| 6 | DTGN | 71.18 | No | DGTN: Dual-channel Graph Transition Network for ... | 2020-09-21 | Code |
| 7 | TAGNN | 71.02 | No | TAGNN: Target Attentive Graph Neural Networks fo... | 2020-05-06 | Code |
| 8 | SR-GNN | 70.57 | No | Session-based Recommendation with Graph Neural N... | 2018-11-01 | Code |
| 9 | NARM | 68.32 | No | Neural Attentive Session-based Recommendation | 2017-11-13 | Code |
| 10 | GRU4REC | 60.64 | No | Session-based Recommendations with Recurrent Neu... | 2015-11-21 | Code |