Sequential Recommendation on Amazon Industrial and Scientific (test)
0.1109H@5SIDReasoner
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SIDReasonerBackbone=Qwen3-1.7B2026.03 | 0.1109 | 0.0905 | 0.1438 | 0.101 | |
| LETTER2026.03 | 0.108 | 0.085 | 0.1389 | 0.095 | |
| HSTU2026.03 | 0.1008 | 0.0898 | 0.1138 | 0.094 | |
| TIGER2026.03 | 0.1003 | 0.0823 | 0.1325 | 0.0924 | |
| ReaRec2026.03 | 0.0973 | 0.0796 | 0.1205 | 0.087 | |
| R^2ec2026.03 | 0.088 | 0.0774 | 0.1253 | 0.0774 | |
| SASRec2026.03 | 0.0807 | 0.0647 | 0.0964 | 0.0697 | |
| LCRec2026.03 | 0.0805 | 0.052 | 0.133 | 0.0687 | |
| GRU4Rec2026.03 | 0.0788 | 0.0578 | 0.103 | 0.0649 | |
| Caser2026.03 | 0.0664 | 0.0528 | 0.0852 | 0.0588 | |
| TIGER + OursCategory=Token-weighted GR2026.01 | 0.0255 | 0.0164 | 0.0398 | 0.021 | |
| TIGER + IGDCategory=Token-weighted GR2026.01 | 0.0251 | 0.0161 | 0.0396 | 0.0207 | |
| TIGER + PosCategory=Token-weighted GR2026.01 | 0.0248 | 0.0161 | 0.0396 | 0.0208 | |
| TIGERCategory=Token-weighted GR2026.01 | 0.0246 | 0.0158 | 0.0393 | 0.0206 | |
| TIGER + CFTCategory=Token-weighted GR2026.01 | 0.0244 | 0.0157 | 0.0387 | 0.0203 | |
| TIGER + RankCategory=Token-weighted GR2026.01 | 0.0233 | 0.0151 | 0.0381 | 0.0199 | |
| SASRecCategory=Traditional2026.01 | 0.0179 | 0.0116 | 0.0295 | 0.0153 | |
| GRU4RecCategory=Traditional2026.01 | 0.0162 | 0.011 | 0.0231 | 0.0132 |