Sequential Recommendation on Amazon Electronics (NDCG@10, Recall@10)
36.2NDCG@10Bert4Rec
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Bert4RecTraining Setting=In-domain2026.05 | 36.2 | 52.4 | |
| SASRecTraining Setting=In-domain2026.05 | 34.8 | 51.4 | |
| SaSRec-SemTraining Setting=In-domain2026.05 | 32.9 | 58.1 | |
| Bert4Rec-SemTraining Setting=In-domain2026.05 | 27.2 | 50.1 | |
| UnisRecTraining Setting=In-domain2026.05 | 24.3 | 49.8 | |
| 10H+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 21.2 | 36 | |
| Base+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 20.4 | 35.5 | |
| BLUE+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 20 | 34.7 | |
| RLPF+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 18.4 | 32.3 | |
| RLAIF+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 18 | 31.5 | |
| LangPTune+SCLTraining Setting=Supervised Contrastive Learning2026.05 | 18 | 31.8 |