Recommendation on Clothing (Recall/NDCG@5, @10, @20)
1.91Recall@5CARD_K
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CARD_Kquantization=Kumaraswamy-based non-uniform2026.04 | 1.91 | 2.97 | 4.83 | 1.14 | 1.5 | 1.92 | |
| CARD_Squantization=scaled logistic/logit-based non-uniform2026.04 | 1.87 | 3.01 | 4.8 | 1.12 | 1.45 | 1.85 | |
| MACRec2026.04 | 1.75 | 2.81 | 4.5 | 0.96 | 1.33 | 1.7 | |
| MQL4GRec2026.04 | 1.7 | 2.73 | 4.41 | 0.97 | 1.35 | 1.67 | |
| LETTER2026.04 | 1.58 | 2.63 | 4.36 | 0.92 | 1.1 | 1.52 | |
| TIGER2026.04 | 1.52 | 2.57 | 4.18 | 0.93 | 1.13 | 1.67 | |
| VQ-Rec2026.04 | 1.45 | 2.32 | 3.82 | 0.81 | 1.14 | 1.44 | |
| SASRec2026.04 | 1.41 | 2.23 | 3.3 | 0.76 | 1.02 | 1.3 | |
| HGN2026.04 | 1.4 | 2.13 | 3.16 | 0.72 | 0.97 | 1.22 | |
| BERT4Rec2026.04 | 1.34 | 2.15 | 3.22 | 0.74 | 1.06 | 1.27 | |
| GRU4Rec2026.04 | 0.94 | 1.59 | 2.55 | 0.61 | 0.82 | 1.06 |