Sequential Recommendation on Amazon Product Reviews Arts, Crafts and Sewing (leave-one-out test)
7.56HR@1Q-Bert4Rec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Q-Bert4RecCategory=Semantic-ID / Gen.2025.12 | 7.56 | 11.36 | 14.19 | 9.47 | 10.39 | |
| MQL4GRecCategory=Semantic-ID / Gen.2025.12 | 6.72 | 10.37 | 13.27 | 8.57 | 9.5 | |
| TIGERCategory=Semantic-ID / Gen.2025.12 | 5.32 | 8.94 | 11.67 | 7.18 | 8.06 | |
| MISSRecCategory=VQ/Multimodal2025.12 | 4.79 | 10.21 | 13.21 | 6.99 | 8.15 | |
| VIP5Category=Prompt-LLM2025.12 | 4.74 | 7.04 | 8.59 | 5.86 | 6.35 | |
| P5-CIDCategory=Prompt-LLM2025.12 | 4.21 | 7.13 | 9.94 | 6.07 | 6.62 | |
| VQ-RecCategory=VQ/Multimodal2025.12 | 4.08 | 10.38 | 13.86 | 7.32 | 8.44 | |
| FDSACategory=Transformer-based2025.12 | 3.8 | 8.32 | 11.9 | 5.83 | 6.95 | |
| GRU4RecCategory=Traditional2025.12 | 3.65 | 8.17 | 10.88 | 6.02 | 6.9 | |
| BERT4RecCategory=Transformer-based2025.12 | 2.89 | 6.97 | 9.22 | 5.02 | 5.75 | |
| SASRecCategory=Transformer-based2025.12 | 2.12 | 9.51 | 12.5 | 6.1 | 7.06 | |
| S3-RecCategory=Transformer-based2025.12 | 1.72 | 7.39 | 10.3 | 5.11 | 6.3 |