Sequential Recommendation on Amazon Office 10% Noise (test)
0.0107NDCG@5DC4SR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DC4SRLLM Backbone=Llama-3 3B, Adapter=LoRA2026.04 | 0.0107 | 0.014 | 0.0185 | 0.0208 | 0.0317 | 0.0488 | |
| CL4Rec2026.04 | 0.0082 | 0.0112 | 0.0155 | 0.0161 | 0.0255 | 0.0426 | |
| SASRec2026.04 | 0.007 | 0.0114 | 0.0148 | 0.0135 | 0.027 | 0.0405 | |
| FMLP-Rec2026.04 | 0.0055 | 0.0101 | 0.0152 | 0.0119 | 0.0265 | 0.0468 | |
| IADSR2026.04 | 0.0046 | 0.0088 | 0.0147 | 0.0099 | 0.0229 | 0.0462 | |
| LLM4DSR2026.04 | 0.0045 | 0.0065 | 0.0114 | 0.0088 | 0.0151 | 0.0343 | |
| BERT4Rec2026.04 | 0.003 | 0.0038 | 0.0058 | 0.0047 | 0.0073 | 0.0151 |