Sequential Recommendation on Amazon Toys Original (test)
0.012NDCG@5DC4SR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DC4SRLLM Backbone=Llama-3 3B, Adapter=LoRA2026.04 | 0.012 | 0.0162 | 0.0202 | 0.024 | 0.0373 | 0.053 | |
| SASRec2026.04 | 0.0106 | 0.0147 | 0.0191 | 0.0215 | 0.034 | 0.0513 | |
| LLM4DSR2026.04 | 0.0087 | 0.0129 | 0.0165 | 0.0169 | 0.0298 | 0.0442 | |
| CL4Rec2026.04 | 0.0086 | 0.0112 | 0.0155 | 0.0152 | 0.0236 | 0.0405 | |
| IADSR2026.04 | 0.0076 | 0.0111 | 0.0148 | 0.0144 | 0.0252 | 0.0403 | |
| BERT4Rec2026.04 | 0.0059 | 0.0072 | 0.0092 | 0.0081 | 0.0119 | 0.0198 | |
| FMLP-Rec2026.04 | 0.0053 | 0.0064 | 0.0081 | 0.0102 | 0.0138 | 0.0202 |