Sequential Recommendation on Sports (Recall@K, NDCG@K, MRR)
17.5Recall@1G2Rec
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| G2RecMethod Type=Graph-Based2026.06 | 17.5 | 39.03 | 50.93 | 28.69 | 32.54 | 28.67 | |
| GRU4RecMethod Type=Sequential / Tokenization-Based2026.06 | 14.55 | 34.66 | 46.22 | 24.97 | 28.69 | 25.2 | |
| SASRecMethod Type=Sequential / Tokenization-Based2026.06 | 12.55 | 33.75 | 47.22 | 23.41 | 27.75 | 23.78 | |
| LightGCNMethod Type=Graph-Based2026.06 | 12.26 | 28.41 | 38.55 | 20.56 | 23.83 | 21.33 | |
| CaserMethod Type=Sequential / Tokenization-Based2026.06 | 11.6 | 30.55 | 42.99 | 21.26 | 25.27 | 21.91 | |
| BERT4RecMethod Type=Sequential / Tokenization-Based2026.06 | 11.35 | 28.66 | 40.14 | 20.2 | 23.9 | 21 | |
| HeLLMMethod Type=Graph-Based2026.06 | 10.21 | 22.14 | 29.46 | 16.41 | 18.75 | 17.5 | |
| POPMethod Type=Classic2026.06 | 7.63 | 22.93 | 34.23 | 15.38 | 19.02 | 16.6 | |
| MFMethod Type=Classic2026.06 | 4.89 | 16.03 | 24.91 | 10.48 | 13.34 | 12.02 | |
| EAGERMethod Type=Sequential / Tokenization-Based2026.06 | 4.17 | 13.98 | 22.32 | 9.06 | 11.74 | 10.78 |