Sequential Recommendation on Yelp (HR@10, NDCG@10)
69.12HR@10GenAIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GenAIRBackbone=Bert4Rec2026.06 | 69.12 | 43.9 | |
| GenAIRBackbone=SASRec2026.06 | 67.97 | 43.02 | |
| AlphafuseBackbone=SASRec2026.06 | 66.58 | 41.71 | |
| AlphafuseBackbone=Bert4Rec2026.06 | 65.65 | 41.11 | |
| LLMEmbBackbone=SASRec2026.06 | 64.88 | 41.39 | |
| LLMInitBackbone=SASRec2026.06 | 63.02 | 38.59 | |
| MELTBackbone=SASRec2026.06 | 62.57 | 37.91 | |
| MELTBackbone=Bert4Rec2026.06 | 62.06 | 37.7 | |
| LLMEmbBackbone=Bert4Rec2026.06 | 61.81 | 39.07 | |
| BaseBackbone=SASRec2026.06 | 59.4 | 35.97 | |
| LLM-ESRBackbone=SASRec2026.06 | 59.35 | 35.5 | |
| RLMRecBackbone=SASRec2026.06 | 59.29 | 35.83 | |
| LLM-ESRBackbone=Bert4Rec2026.06 | 58.86 | 35.51 | |
| CITIESBackbone=SASRec2026.06 | 58.28 | 35.4 | |
| GenAIRBackbone=GRU4Rec2026.06 | 57.75 | 34.18 | |
| AlphafuseBackbone=GRU4Rec2026.06 | 56.36 | 33.8 | |
| LLM-ESRBackbone=GRU4Rec2026.06 | 55.92 | 33 | |
| LLMEmbBackbone=GRU4Rec2026.06 | 55.92 | 33.01 | |
| LLMInitBackbone=Bert4Rec2026.06 | 55.18 | 32.17 | |
| RLMRecBackbone=Bert4Rec2026.06 | 53.56 | 31.11 | |
| LLMInitBackbone=GRU4Rec2026.06 | 53.23 | 31.32 | |
| BaseBackbone=Bert4Rec2026.06 | 53.07 | 30.35 | |
| CITIESBackbone=Bert4Rec2026.06 | 52.49 | 30.15 | |
| MELTBackbone=GRU4Rec2026.06 | 49.85 | 28.25 | |
| CITIESBackbone=GRU4Rec2026.06 | 48.98 | 27.49 | |
| BaseBackbone=GRU4Rec2026.06 | 48.79 | 27.51 | |
| RLMRecBackbone=GRU4Rec2026.06 | 48.24 | 27.65 |