Session-Based Recommendations 벤치마크
Session-Based Recommendations on yoochoose1/4
MRR@20
- 2018-11-01 — SR-GNN: MRR@20 31.89
- 2019-09-10 — NISER+: MRR@20 32.04
- 2020-10-19 — SGNN-HN: MRR@20 32.55
- 2022-11-11 — STAR: MRR@20 32.7
| Rank | Model | MRR@20 | HR@20 | Hit@20 | Paper | Code | Year |
|---|---|---|---|---|---|---|---|
| 1 | STAR | 32.7 | – | 72.46 | STAR: A Session-Based Time-Aware Recommender System | yeganegi-reza/star | 2022 |
| 2 | SGNN-HN | 32.55 | 72.85 | – | Star Graph Neural Networks for Session-based Recommendation | 2020 | |
| 3 | NISER+ | 32.04 | 72.90 | – | NISER: Normalized Item and Session Representations to Handle Popularity Bias | johnny12150/NISER · GhostAnderson/NISER | 2019 |
| 4 | SR-GNN | 31.89 | 71.36 | – | Session-based Recommendation with Graph Neural Networks | PaddlePaddle/PaddleRec · CRIPAC-DIG/SR-GNN · userbehavioranalysis/SR-GNN_PyTorch-Geometric · +5 | 2018 |