Sequential Recommendation on Amazon Office
3.65N@5BEAR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BEARBackbone=BIGRec2026.01 | 3.65 | 4.21 | 5.45 | 7.17 | — | |
| MSLBackbone=BIGRec2026.01 | 3.46 | 3.88 | 5.04 | 6.34 | — | |
| RosePOBackbone=BIGRec2026.01 | 2.66 | 3.38 | 4.36 | 6.6 | — | |
| SPRecBackbone=BIGRec2026.01 | 2.49 | 3.26 | 4.16 | 6.55 | — | |
| D2LRBackbone=BIGRec2026.01 | 2.43 | 3.11 | 3.95 | 6.03 | — | |
| S-DPOBackbone=BIGRec2026.01 | 2.09 | 2.92 | 3.74 | 6.29 | — | |
| DROS2026.01 | 1.95 | 2.4 | 2.65 | 4.05 | — | |
| IGDBackbone=BIGRec2026.01 | 1.87 | 2.66 | 3.12 | 5.66 | — | |
| CFTBackbone=BIGRec2026.01 | 1.83 | 2.72 | 3.06 | 5.82 | — | |
| DLLM2Rec2026.01 | 1.66 | 2.31 | 3.22 | 5.3 | — | |
| BERT4Rec2026.01 | 1.64 | 2.06 | 2.64 | 3.96 | — | |
| LLM-CF2026.01 | 1.61 | 2 | 3.06 | 4.26 | — | |
| D3Backbone=BIGRec2026.01 | 1.42 | 2.37 | 2.91 | 5.92 | — | |
| SASRec2026.01 | 1.27 | 1.96 | 2.23 | 4.47 | — | |
| BIGRec2026.01 | 1.05 | 2.26 | 2.13 | 5.87 | — |