Generative Recommendation on Beauty
8.15R@10MaskGR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MaskGR2025.11 | 8.15 | 4.41 | — | |
| GenPASBackbone=TIGER2025.09 | 7.66 | — | 4.43 | |
| LIGER2025.11 | 7.52 | 4.14 | — | |
| CaDiRec2025.11 | 7.18 | 3.86 | — | |
| GenPASBackbone=SASRec2025.09 | 6.89 | — | 4.26 | |
| DreamRec2025.11 | 6.87 | 3.52 | — | |
| DIGERvariant=Ours2026.01 | 6.83 | 3.72 | — | |
| LETTER2026.01 | 6.72 | 3.64 | — | |
| TIGER2025.11 | 6.33 | 3.54 | — | |
| Multi-TargetBackbone=SASRec2025.09 | 6.23 | — | 3.72 | |
| ETEGRec2026.01 | 6.15 | 3.35 | — | |
| TIGER2026.01 | 6.1 | 3.31 | — | |
| Multi-TargetBackbone=TIGER2025.09 | 6.08 | — | 3.19 | |
| SASRec2025.11 | 6.05 | 3.18 | — | |
| BERT4Rec2025.11 | 6.01 | 3.08 | — | |
| P5-CID2026.01 | 5.97 | 3.47 | — | |
| SASRec2026.01 | 5.88 | 3.13 | — | |
| P5-SID2026.01 | 5.84 | 3.35 | — | |
| Slide-WindowBackbone=TIGER2025.09 | 5.8 | — | 3.21 | |
| HGN2026.01 | 5.12 | 2.66 | — | |
| LightGCN2026.01 | 5.11 | 2.6 | — | |
| Slide-WindowBackbone=SASRec2025.09 | 5.1 | — | 3.23 | |
| MF2026.01 | 4.74 | 1.91 | — | |
| Last-TargetBackbone=TIGER2025.09 | 4.31 | — | 2.13 | |
| Caser2026.01 | 3.47 | 1.76 | — | |
| BERT4Rec2026.01 | 3.47 | 1.7 | — | |
| BigRec2026.01 | 2.99 | 1.98 | — | |
| Last-TargetBackbone=SASRec2025.09 | 2.37 | — | 1.24 |