Sequential Recommendation on ML-10M
75.91HR@5HyperG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperGBackbone=DiffuRec2026.03 | 75.91 | 87.94 | 57.78 | 61.71 | |
| DiffuRecModel Category=Generative Models2026.03 | 71.62 | 83.27 | 51.89 | 59.27 | |
| HyperGBackbone=CVAE2026.03 | 65.84 | 77.86 | 49.95 | 50.88 | |
| HyperGBackbone=Attn.2026.03 | 64.91 | 77.5 | 48.06 | 53.55 | |
| Attn. + LDPEBackbone=Attn.2026.03 | 62.71 | 76.52 | 46.09 | 51.17 | |
| Attn.Variant=Base2026.03 | 61.23 | 75.03 | 44.92 | 49.21 | |
| CVAEModel Category=Generative Models2026.03 | 59.41 | 72.42 | 44.22 | 46.85 | |
| HyperGBackbone=GRU2026.03 | 53.77 | 71.71 | 36.05 | 41.67 | |
| DDRMModel Category=Generative Models2026.03 | 53.24 | 71.19 | 37.09 | 42.46 | |
| TiSASRecModel Category=Traditional Sequential Models2026.03 | 49.87 | 67.21 | 33.75 | 39.24 | |
| GRU + USRBackbone=GRU2026.03 | 49.41 | 65.02 | 32.6 | 38.07 | |
| SASRecModel Category=Traditional Sequential Models2026.03 | 47.55 | 63.19 | 31.64 | 37.04 | |
| PDRecModel Category=Generative Models2026.03 | 47.12 | 62.78 | 31.27 | 38.75 | |
| GRUVariant=Base2026.03 | 45.93 | 60.27 | 30.61 | 35.38 | |
| T-DiffRecModel Category=Generative Models2026.03 | 44.44 | 60.77 | 30.91 | 36.19 |