Sequential Recommendation on Toys
8.02Recall@10IGR-SR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IGR-SR2025.12 | 8.02 | 11.49 | 3.72 | 4.6 | |
| LARES2025.12 | 7.31 | 10.46 | 3.54 | 4.32 | |
| ReaRec2025.12 | 7.23 | 10.42 | 3.51 | 4.26 | |
| ICLRec2025.12 | 7.16 | 10.27 | 3.48 | 4.28 | |
| ICSRec2025.12 | 7.11 | 10.24 | 3.42 | 4.26 | |
| SASRec2025.12 | 7.08 | 10.22 | 3.44 | 4.23 | |
| PRISMModel Category=Generative Models2026.01 | 6.86 | 10.11 | 3.48 | 4.3 | |
| ActionPieceModel Category=Generative Models2026.01 | 6.23 | 10.1 | 3.13 | 4.1 | |
| TIGERModel Category=Generative Models2026.01 | 5.74 | 8.68 | 3.04 | 3.78 | |
| SASRecModel Category=Traditional Models2026.01 | 5.67 | 8.31 | 2.47 | 3.13 | |
| LETTERModel Category=Generative Models2026.01 | 5.27 | 8.08 | 2.69 | 3.4 | |
| EAGERModel Category=Generative Models2026.01 | 5.18 | 7.89 | 2.86 | 3.55 | |
| GRU4Rec2025.12 | 4.49 | 7.22 | 2.23 | 2.91 | |
| LightGCNModel Category=Traditional Models2026.01 | 4.3 | 6.33 | 2.14 | 2.65 | |
| BERT4RecModel Category=Traditional Models2026.01 | 3.54 | 5.18 | 1.86 | 2.27 | |
| NextItNetModel Category=Traditional Models2026.01 | 3.24 | 5.09 | 1.62 | 2.08 | |
| BERT4Rec2025.12 | 3.14 | 4.93 | 1.6 | 2.05 | |
| GRU4RecModel Category=Traditional Models2026.01 | 1.79 | 3.19 | 0.86 | 1.21 | |
| CaserModel Category=Traditional Models2026.01 | 1.75 | 2.74 | 0.88 | 1.13 | |
| HGNModel Category=Traditional Models2026.01 | 1.32 | 2.27 | 0.68 | 0.92 |