Generative Recommendation on Toys
0.0846Recall@10MaskGR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MaskGR2025.11 | 0.0846 | — | — | — | 0.0445 | — | |
| GenPASBackbone=TIGER2025.09 | 0.0822 | — | — | — | 0.0482 | — | |
| CaDiRec2025.11 | 0.0785 | — | — | — | 0.0441 | — | |
| GenPASBackbone=SASRec2025.09 | 0.0771 | — | — | — | 0.0481 | — | |
| LETTER + CAREBackbone=LETTER2026.02 | 0.0759 | 0.0494 | 0.1117 | 0.034 | 0.0425 | 0.0515 | |
| SASRec2025.11 | 0.0712 | — | — | — | 0.0432 | — | |
| TIGER + CAREBackbone=TIGER2026.02 | 0.0677 | 0.0469 | 0.0947 | 0.0337 | 0.0404 | 0.0472 | |
| LETTER2026.02 | 0.0673 | 0.0429 | 0.1059 | 0.03 | 0.0378 | 0.0475 | |
| BERT4Rec2025.11 | 0.0665 | — | — | — | 0.0368 | — | |
| TIGER2025.11 | 0.0663 | — | — | — | 0.0361 | — | |
| DreamRec2025.11 | 0.0643 | — | — | — | 0.0402 | — | |
| Multi-TargetBackbone=SASRec2025.09 | 0.0636 | — | — | — | 0.0378 | — | |
| SASRec2026.02 | 0.0631 | 0.047 | 0.0803 | 0.0329 | 0.0381 | 0.0424 | |
| LIGER2025.11 | 0.0625 | — | — | — | 0.0352 | — | |
| TIGER2026.02 | 0.061 | 0.0419 | 0.0904 | 0.0285 | 0.0346 | 0.042 | |
| Multi-TargetBackbone=TIGER2025.09 | 0.0575 | — | — | — | 0.0303 | — | |
| Slide-WindowBackbone=SASRec2025.09 | 0.0571 | — | — | — | 0.0354 | — | |
| Slide-WindowBackbone=TIGER2025.09 | 0.0504 | — | — | — | 0.0273 | — | |
| GRU4Rec2026.02 | 0.042 | 0.0302 | 0.0577 | 0.0215 | 0.0253 | 0.0292 | |
| Last-TargetBackbone=TIGER2025.09 | 0.0413 | — | — | — | 0.0212 | — | |
| CASER2026.02 | 0.0375 | 0.0251 | 0.056 | 0.0168 | 0.0208 | 0.0255 | |
| SPRec2026.02 | 0.0359 | 0.0227 | 0.0512 | 0.0132 | 0.0175 | 0.0213 | |
| Last-TargetBackbone=SASRec2025.09 | 0.0237 | — | — | — | 0.0121 | — | |
| BERT4Rec2025.11 | — | 0.0461 | — | 0.0311 | — | — | |
| CaDiRecinference steps=10002025.11 | — | 0.0522 | — | 0.0356 | — | — | |
| DreamRecinference steps=10002025.11 | — | 0.0497 | — | 0.0316 | — | — | |
| LIGER2025.11 | — | 0.0466 | — | 0.0301 | — | — | |
| MaskGRinference steps=52025.11 | — | 0.0548 | — | 0.0375 | — | — | |
| SASRec2025.11 | — | 0.0463 | — | 0.0306 | — | — | |
| TIGER2025.11 | — | 0.0442 | — | 0.0291 | — | — |