Sequential Recommendation on Amazon Beauty 5-core (leave-last-out)
0.0678Hit Rate @ 5DeepInterestGR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeepInterestGRModel Category=Generative & LLM-based Models2026.03 | 0.0678 | 0.1032 | 0.0436 | 0.0558 | |
| MiniOneRecModel Category=Generative & LLM-based Models2026.03 | 0.0632 | 0.0975 | 0.0402 | 0.0518 | |
| S-DPOModel Category=Generative & LLM-based Models2026.03 | 0.0589 | 0.0918 | 0.0372 | 0.0483 | |
| HSTUModel Category=Generative & LLM-based Models2026.03 | 0.0578 | 0.0897 | 0.0368 | 0.0476 | |
| BIGRecModel Category=Generative & LLM-based Models2026.03 | 0.0534 | 0.0839 | 0.0336 | 0.0439 | |
| LC-RecModel Category=Generative & LLM-based Models2026.03 | 0.0523 | 0.0821 | 0.0328 | 0.0428 | |
| D3Model Category=Generative & LLM-based Models2026.03 | 0.0498 | 0.0785 | 0.0312 | 0.0409 | |
| TIGERModel Category=Generative & LLM-based Models2026.03 | 0.0487 | 0.0763 | 0.0302 | 0.0395 | |
| S3-RecModel Category=Transformer-based Models2026.03 | 0.0445 | 0.0718 | 0.0271 | 0.0361 | |
| FDSAModel Category=Transformer-based Models2026.03 | 0.0432 | 0.0698 | 0.0263 | 0.0351 | |
| BERT4RecModel Category=Transformer-based Models2026.03 | 0.0421 | 0.0682 | 0.0256 | 0.0342 | |
| SASRecModel Category=Transformer-based Models2026.03 | 0.0398 | 0.0645 | 0.0241 | 0.0323 | |
| HGNModel Category=Traditional Sequential Models2026.03 | 0.0335 | 0.0549 | 0.0201 | 0.0271 | |
| GRU4RecModel Category=Traditional Sequential Models2026.03 | 0.0312 | 0.0518 | 0.0189 | 0.0256 | |
| CaserModel Category=Traditional Sequential Models2026.03 | 0.0287 | 0.0483 | 0.0171 | 0.0234 |