Sequential Recommendation on CDs
7.77Recall@10PRISM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRISMModel Category=Generative Models2026.01 | 7.77 | 11.63 | 4.12 | 5.09 | |
| TIGERModel Category=Generative Models2026.01 | 5.8 | 8.63 | 3.08 | 3.8 | |
| BERT4RecModel Category=Traditional Models2026.01 | 5.66 | 8.7 | 2.85 | 3.61 | |
| ActionPieceModel Category=Generative Models, Backbone=4x larger2026.01 | 5.52 | 9.12 | 2.76 | 3.66 | |
| NextItNetModel Category=Traditional Models2026.01 | 5.45 | 8.56 | 2.73 | 3.51 | |
| LightGCNModel Category=Traditional Models2026.01 | 5.18 | 7.98 | 2.62 | 3.32 | |
| LETTERModel Category=Generative Models2026.01 | 5.15 | 7.65 | 2.73 | 3.36 | |
| EAGERModel Category=Generative Models2026.01 | 5.1 | 7.85 | 2.64 | 3.33 | |
| SASRecModel Category=Traditional Models2026.01 | 4.79 | 7.9 | 2.08 | 2.86 | |
| GRU4RecModel Category=Traditional Models2026.01 | 3.77 | 6.29 | 1.86 | 2.5 | |
| ActionPieceModel Category=Generative Models, Backbone=unified2026.01 | 3.48 | 5.73 | 1.66 | 2.23 | |
| CaserModel Category=Traditional Models2026.01 | 3 | 5 | 1.48 | 1.98 | |
| HGNModel Category=Traditional Models2026.01 | 0.57 | 0.96 | 0.29 | 0.39 |