Top-k Recommendation Performance on Amazon Beauty
20.36NDCG@10Original
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OriginalBackbone=SASRec2026.01 | 20.36 | 33.56 | 23.44 | 45.83 | |
| DITaRBackbone=SASRec2026.01 | 20.32 | 33.64 | 23.31 | 45.55 | |
| OriginalBackbone=Bert4Rec2026.01 | 20.29 | 36.01 | 23.61 | 49.18 | |
| RetrainBackbone=SASRec2026.01 | 19.71 | 33.2 | 22.68 | 45.02 | |
| DITaRBackbone=Bert4Rec2026.01 | 19.71 | 35.23 | 23 | 35.27 | |
| RetrainBackbone=Bert4Rec2026.01 | 19.12 | 34.62 | 22.43 | 47.77 | |
| RecEraserBackbone=SASRec2026.01 | 18.17 | 31.92 | 21.4 | 44.75 | |
| OriginalBackbone=GRU4Rec2026.01 | 18.09 | 31.59 | 21.4 | 44.7 | |
| RecEraserBackbone=Bert4Rec2026.01 | 17.79 | 31.24 | 20.82 | 43.27 | |
| UltraREBackbone=SASRec2026.01 | 17.68 | 31.13 | 20.92 | 43.96 | |
| RetrainBackbone=GRU4Rec2026.01 | 17.35 | 30.87 | 20.54 | 43.52 | |
| DITaRBackbone=GRU4Rec2026.01 | 17.25 | 30.7 | 20.6 | 44 | |
| UltraREBackbone=GRU4Rec2026.01 | 17.24 | 30.5 | 20.44 | 43.18 | |
| RecEraserBackbone=GRU4Rec2026.01 | 16.3 | 28.9 | 19.37 | 41.14 | |
| UltraREBackbone=Bert4Rec2026.01 | 15.93 | 29.69 | 19.48 | 43.8 | |
| SISABackbone=Bert4Rec2026.01 | 12.32 | 21.79 | 15.73 | 35.27 | |
| SISABackbone=GRU4Rec2026.01 | 10.4 | 19.89 | 13.38 | 31.68 | |
| SISABackbone=SASRec2026.01 | 10.23 | 19.99 | 13.18 | 31.73 |