Sequential Recommendation on Beauty (Recall/NDCG/MRR)
20.67Recall@1G2Rec
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| G2RecMethod Type=Graph-Based2026.06 | 20.67 | 39.17 | 48.92 | 30.35 | 33.34 | 30.34 | |
| GRU4RecMethod Type=Sequential / Tokenization-Based2026.06 | 18.7 | 37.41 | 46.96 | 28.48 | 31.56 | 28.52 | |
| HeLLMMethod Type=Graph-Based2026.06 | 16.9 | 28.02 | 34.13 | 22.78 | 24.74 | 23.59 | |
| SASRecMethod Type=Sequential / Tokenization-Based2026.06 | 15.31 | 36.4 | 47.39 | 26.22 | 29.75 | 26.14 | |
| LightGCNMethod Type=Graph-Based2026.06 | 14.35 | 30.81 | 40.42 | 22.86 | 25.96 | 23.4 | |
| BERT4RecMethod Type=Sequential / Tokenization-Based2026.06 | 13.37 | 30.32 | 39.42 | 22.19 | 25.12 | 22.63 | |
| CaserMethod Type=Sequential / Tokenization-Based2026.06 | 13.37 | 31.25 | 41.06 | 22.68 | 25.84 | 23.08 | |
| EAGERMethod Type=Sequential / Tokenization-Based2026.06 | 12.13 | 26.78 | 36.63 | 19.62 | 22.78 | 20.6 | |
| POPMethod Type=Classic2026.06 | 6.78 | 21.05 | 33.86 | 13.91 | 18.03 | 15.58 | |
| MFMethod Type=Classic2026.06 | 4.05 | 14.61 | 23.11 | 9.34 | 12.07 | 10.96 |