Sequential Recommendation on Amazon Electronics (out-of-domain)
0.143NDCG@1010 H+BLUE Profile
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 10 H+BLUE ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Hybrid2026.05 | 0.143 | 26.7 | |
| BLUE ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Profile2026.05 | 0.13 | 25 | |
| 10 H+RLPF ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Hybrid2026.05 | 0.129 | 24.6 | |
| 10 H+RLAIF ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Hybrid2026.05 | 0.128 | 25 | |
| RLAIF ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Profile2026.05 | 0.123 | 23.7 | |
| 10 H+LangPTune ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Hybrid2026.05 | 0.123 | 24.7 | |
| RLPF ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Profile2026.05 | 0.122 | 22.8 | |
| 10 H+Base ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Hybrid2026.05 | 0.114 | 23.7 | |
| LangPTune ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Profile2026.05 | 0.11 | 21.7 | |
| All HistoryEmbedding Model Status=Fixed/Frozen, User Context Formulation=History2026.05 | 0.105 | 20.9 | |
| Base ProfileEmbedding Model Status=Fixed/Frozen, User Context Formulation=Profile2026.05 | 0.094 | 19.8 | |
| 10 HistoryEmbedding Model Status=Fixed/Frozen, User Context Formulation=History2026.05 | 0.086 | 17.7 |