Sequential Recommendation on Yelp (HR/ND@5, 10, improv.)
4.77HR@5SimDiffRec
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SimDiffRecCategory=Diffusion-based Method2025.07 | 4.77 | 6.89 | 3.32 | 4.01 | — | |
| ECL-SRCategory=Contrastive Learning-based Method2025.07 | 4.38 | 6.62 | 2.94 | 3.66 | — | |
| CaDiRecCategory=Diffusion-based Method2025.07 | 4.31 | 6.24 | 3.08 | 3.7 | — | |
| MCLRecCategory=Contrastive Learning-based Method2025.07 | 4.3 | 6.47 | 3.04 | 3.64 | — | |
| DuoRecCategory=Contrastive Learning-based Method2025.07 | 4.25 | 6.13 | 3.06 | 3.67 | — | |
| DreamRecCategory=Diffusion-based Method2025.07 | 4.16 | 6.01 | 2.99 | 3.59 | — | |
| CL4SRecCategory=Contrastive Learning-based Method2025.07 | 4.14 | 6.16 | 2.95 | 3.53 | — | |
| DiffuASRCategory=Diffusion-based Method2025.07 | 4.05 | 5.83 | 2.93 | 3.5 | — | |
| SASRecCategory=Classical Method2025.07 | 3.58 | 5.08 | 2.65 | 3.14 | — | |
| BERT4RecCategory=Classical Method2025.07 | 2.56 | 4.14 | 1.64 | 2.14 | — |