Metric: MRR@20 (higher is better)
| # | Model↕ | MRR@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SGNN-HN | 32.61 | No | - | - | - |
| 2 | SR-PredAO+SGNNHN | 32.47 | No | SR-PredictAO: Session-based Recommendation with ... | 2023-09-20 | Code |
| 3 | PEN4Rec | 31.71 | No | PEN4Rec: Preference Evolution Networks for Sessi... | 2021-06-17 | Code |
| 4 | NISER+ | 31.61 | No | NISER: Normalized Item and Session Representatio... | 2019-09-10 | Code |
| 5 | TAGNN++ | 31.57 | No | Introducing Self-Attention to Target Attentive G... | 2021-07-04 | Code |
| 6 | DTGN | 31.35 | No | DGTN: Dual-channel Graph Transition Network for ... | 2020-09-21 | Code |
| 7 | STAR | 31.3 | No | STAR: A Session-Based Time-Aware Recommender Sys... | 2022-11-11 | Code |
| 8 | TAGNN | 31.12 | No | TAGNN: Target Attentive Graph Neural Networks fo... | 2020-05-06 | Code |
| 9 | SR-GNN | 30.94 | No | Session-based Recommendation with Graph Neural N... | 2018-11-01 | Code |
| 10 | NARM | 28.63 | No | Neural Attentive Session-based Recommendation | 2017-11-13 | Code |
| 11 | GRU4REC | 22.89 | No | Session-based Recommendations with Recurrent Neu... | 2015-11-21 | Code |