Sequential Recommendation on All Beauty (NDCG@10, Recall@10)
62.87NDCG@10FreLLM4Rec
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FreLLM4Rec2025.08 | 62.87 | 68.92 | |
| IDGenRec2025.08 | 58.21 | 61.98 | |
| SASRec2025.08 | 57.74 | 61.27 | |
| MAERec2025.08 | 57.72 | 61.45 | |
| FMLPRec2025.08 | 56.62 | 61.1 | |
| BSARec2025.08 | 56.34 | 60.13 | |
| LLM2Rec2025.08 | 56.24 | 60.71 | |
| MoRec2025.08 | 55.51 | 58.09 | |
| SR-GNN2025.08 | 55.02 | 59.86 | |
| LLARA2025.08 | 54.18 | 59.11 | |
| E4SRec2025.08 | 54.15 | 58.5 | |
| GRU4Rec2025.08 | 53.79 | 59.04 | |
| Bert4Rec2025.08 | 53.7 | 58.11 | |
| Caser2025.08 | 53.22 | 58.95 | |
| LLaMA-32025.08 | 13.72 | 25.27 | |
| FreLLM4RecEvaluation protocol=full-ranking2025.08 | 0.4451 | 0.5485 | |
| BSARecEvaluation protocol=full-ranking2025.08 | 0.424 | 0.5186 | |
| SR-GNNEvaluation protocol=full-ranking2025.08 | 0.4134 | 0.4662 | |
| SASRecEvaluation protocol=full-ranking2025.08 | 0.4024 | 0.5266 | |
| MAERecEvaluation protocol=full-ranking2025.08 | 0.3985 | 0.5401 | |
| LLM2RecEvaluation protocol=full-ranking2025.08 | 0.3952 | 0.5258 | |
| FMLPRecEvaluation protocol=full-ranking2025.08 | 0.3917 | 0.5371 | |
| MoRecEvaluation protocol=full-ranking2025.08 | 0.3819 | 0.5114 | |
| BERT4RecEvaluation protocol=full-ranking2025.08 | 0.3552 | 0.501 |