Sequential Recommendation on Cosmetics
0.8734AUCSLSREC
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SLSREC2026.04 | 0.8734 | 0.8793 | 0.5066 | 0.4648 | 0.5212 | 0.5514 | 0.5083 | 0.6348 | 0.7283 | |
| CLSR2026.04 | 0.8723 | 0.8762 | 0.4802 | 0.4355 | 0.4919 | 0.5245 | 0.4785 | 0.6018 | 0.703 | |
| GRU4REC2026.04 | 0.8691 | 0.8725 | 0.4629 | 0.415 | 0.4782 | 0.5074 | 0.4576 | 0.5974 | 0.6876 | |
| SASREC2026.04 | 0.8667 | 0.8695 | 0.5018 | 0.4703 | 0.5234 | 0.5492 | 0.5038 | 0.6221 | 0.6999 | |
| LSIDN2026.04 | 0.862 | 0.8762 | 0.4738 | 0.4206 | 0.4911 | 0.5237 | 0.462 | 0.6183 | 0.7195 | |
| DIEN2026.04 | 0.8555 | 0.8559 | 0.4797 | 0.4366 | 0.4882 | 0.5183 | 0.4719 | 0.5853 | 0.6799 | |
| DIN2026.04 | 0.852 | 0.8634 | 0.4881 | 0.4468 | 0.5029 | 0.5314 | 0.4906 | 0.6172 | 0.7052 | |
| BERT4REC2026.04 | 0.8468 | 0.8533 | 0.469 | 0.42 | 0.4809 | 0.5115 | 0.451 | 0.5856 | 0.6792 | |
| CASER2026.04 | 0.8404 | 0.8528 | 0.4697 | 0.421 | 0.4835 | 0.5147 | 0.462 | 0.5996 | 0.6964 | |
| SLIREC2026.04 | 0.8303 | 0.8374 | 0.422 | 0.37 | 0.426 | 0.4596 | 0.4004 | 0.5226 | 0.626 | |
| NCF2026.04 | 0.6333 | 0.6487 | 0.1708 | 0.1251 | 0.1578 | 0.1835 | 0.1397 | 0.2123 | 0.2915 |