Sequential Recommendation on Amazon Sports 5-core (leave-last-out)
4.52HR@5DeepInterestGR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeepInterestGRModel Category=Generative & LLM-based Models2026.03 | 4.52 | 7.03 | 2.89 | 3.76 | |
| MiniOneRecModel Category=Generative & LLM-based Models2026.03 | 4.13 | 6.49 | 2.61 | 3.42 | |
| HSTUModel Category=Generative & LLM-based Models2026.03 | 3.85 | 6.11 | 2.41 | 3.18 | |
| S-DPOModel Category=Generative & LLM-based Models2026.03 | 3.85 | 6.09 | 2.42 | 3.19 | |
| BIGRecModel Category=Generative & LLM-based Models2026.03 | 3.49 | 5.56 | 2.18 | 2.89 | |
| LC-RecModel Category=Generative & LLM-based Models2026.03 | 3.41 | 5.43 | 2.12 | 2.81 | |
| D3Model Category=Generative & LLM-based Models2026.03 | 3.25 | 5.19 | 2.02 | 2.69 | |
| TIGERModel Category=Generative & LLM-based Models2026.03 | 3.12 | 4.98 | 1.92 | 2.56 | |
| S3-RecModel Category=Transformer-based Models2026.03 | 2.83 | 4.57 | 1.71 | 2.3 | |
| FDSAModel Category=Transformer-based Models2026.03 | 2.74 | 4.43 | 1.65 | 2.23 | |
| BERT4RecModel Category=Transformer-based Models2026.03 | 2.67 | 4.32 | 1.61 | 2.17 | |
| SASRecModel Category=Transformer-based Models2026.03 | 2.48 | 4.01 | 1.49 | 2.01 | |
| HGNModel Category=Traditional Sequential Models2026.03 | 2.12 | 3.48 | 1.26 | 1.72 | |
| GRU4RecModel Category=Traditional Sequential Models2026.03 | 1.98 | 3.24 | 1.18 | 1.61 | |
| CaserModel Category=Traditional Sequential Models2026.03 | 1.75 | 2.91 | 1.03 | 1.42 |