Sequential Recommendation on Toys (HR@5, HR@10, ND@5, ND@10, improv.)
5.6HR@5SimDiffRec
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SimDiffRecCategory=Diffusion-based Method2025.07 | 5.6 | 8.96 | 2.88 | 3.96 | — | |
| CaDiRecCategory=Diffusion-based Method2025.07 | 4.94 | 8.04 | 2.67 | 3.67 | — | |
| MCLRecCategory=Contrastive Learning-based Method2025.07 | 4.75 | 7.76 | 2.57 | 3.54 | — | |
| DreamRecCategory=Diffusion-based Method2025.07 | 4.56 | 7.48 | 2.46 | 3.41 | — | |
| DuoRecCategory=Contrastive Learning-based Method2025.07 | 4.54 | 7.48 | 2.45 | 3.4 | — | |
| CL4SRecCategory=Contrastive Learning-based Method2025.07 | 4.37 | 7.21 | 2.36 | 3.28 | — | |
| DiffuASRCategory=Diffusion-based Method2025.07 | 4.28 | 7.07 | 2.31 | 3.21 | — | |
| ECL-SRCategory=Contrastive Learning-based Method2025.07 | 4.25 | 7.1 | 2.41 | 3.33 | — | |
| SASRecCategory=Classical Method2025.07 | 3.04 | 5.26 | 1.64 | 2.36 | — | |
| BERT4RecCategory=Classical Method2025.07 | 1.23 | 2.02 | 0.75 | 0.58 | — |