Sequential Recommendation on Amazon Fashion (Overall)
0.588Hit Rate @ 10HSUGA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HSUGABackbone=SASRec2026.05 | 0.588 | 0.4943 | |
| HSUGABackbone=Bert4Rec2026.05 | 0.5667 | 0.4802 | |
| LLM-ESRBackbone=SASRec2026.05 | 0.5619 | 0.4743 | |
| LLM-ESRBackbone=Bert4Rec2026.05 | 0.5487 | 0.4529 | |
| HSUGABackbone=GRU4Rec2026.05 | 0.5485 | 0.4615 | |
| LLM-ESRBackbone=GRU4Rec2026.05 | 0.5409 | 0.4567 | |
| LLMInitBackbone=SASRec2026.05 | 0.5119 | 0.4492 | |
| RLMRecBackbone=SASRec2026.05 | 0.4982 | 0.4457 | |
| CITIESBackbone=Bert4Rec2026.05 | 0.4926 | 0.409 | |
| CITIESBackbone=SASRec2026.05 | 0.4923 | 0.4423 | |
| MELTBackbone=Bert4Rec2026.05 | 0.4897 | 0.381 | |
| MELTBackbone=GRU4Rec2026.05 | 0.4884 | 0.3975 | |
| MELTBackbone=SASRec2026.05 | 0.4875 | 0.415 | |
| LLMInitBackbone=GRU4Rec2026.05 | 0.4864 | 0.4095 | |
| LLMInitBackbone=Bert4Rec2026.05 | 0.4854 | 0.4035 | |
| Bert4RecBackbone=Bert4Rec2026.05 | 0.4831 | 0.3422 | |
| GRU4RecBackbone=GRU4Rec2026.05 | 0.4799 | 0.3414 | |
| RLMRecBackbone=GRU4Rec2026.05 | 0.4795 | 0.3808 | |
| CITIESBackbone=GRU4Rec2026.05 | 0.4762 | 0.3743 | |
| RLMRecBackbone=Bert4Rec2026.05 | 0.4744 | 0.3567 | |
| SASRecBackbone=SASRec2026.05 | 0.472 | 0.3738 |