Sequential Recommendation on Amazon Product Reviews Video Games leave-one-out (test)
0.0233HR@1Q-Bert4Rec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Q-Bert4RecCategory=Semantic-ID / Gen.2025.12 | 0.0233 | 0.0673 | 0.1061 | 0.0451 | 0.0575 | |
| MQL4GRecCategory=Semantic-ID / Gen.2025.12 | 0.0203 | 0.0637 | 0.1033 | 0.0421 | 0.0548 | |
| MISSRecCategory=VQ/Multimodal2025.12 | 0.0201 | 0.0674 | 0.1048 | 0.0385 | 0.0499 | |
| VIP5Category=Prompt-LLM2025.12 | 0.0173 | 0.048 | 0.0758 | 0.0328 | 0.0418 | |
| P5-CIDCategory=Prompt-LLM2025.12 | 0.0169 | 0.0532 | 0.093 | 0.0334 | 0.0454 | |
| TIGERCategory=Semantic-ID / Gen.2025.12 | 0.0166 | 0.0523 | 0.0857 | 0.0345 | 0.0453 | |
| FDSACategory=Transformer-based2025.12 | 0.0163 | 0.0614 | 0.0998 | 0.0389 | 0.0509 | |
| GRU4RecCategory=Traditional2025.12 | 0.014 | 0.0544 | 0.0895 | 0.0341 | 0.0453 | |
| S3-RecCategory=Transformer-based2025.12 | 0.0136 | 0.0527 | 0.0903 | 0.0351 | 0.0468 | |
| BERT4RecCategory=Transformer-based2025.12 | 0.0115 | 0.0426 | 0.0725 | 0.027 | 0.0366 | |
| VQ-RecCategory=VQ/Multimodal2025.12 | 0.0075 | 0.0408 | 0.0679 | 0.0422 | 0.0329 | |
| SASRecCategory=Transformer-based2025.12 | 0.0069 | 0.0587 | 0.0985 | 0.0333 | 0.0461 |