Sequential Recommendation on Taobao
90.76AUCSLSREC
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SLSREC2026.04 | 90.76 | 90.66 | 55.28 | 51.09 | 56.78 | 59.57 | 55.13 | 67.69 | 76.3 | |
| LSIDN2026.04 | 90.39 | 90.25 | 51.94 | 47.33 | 53.59 | 56.67 | 51.67 | 65.53 | 75 | |
| CLSR2026.04 | 86.1 | 85.85 | 49.49 | 45.6 | 50.43 | 52.91 | 49.1 | 59.77 | 67.42 | |
| GRU4REC2026.04 | 85.8 | 85.37 | 46.39 | 42.14 | 47.32 | 49.99 | 45.73 | 57.19 | 65.45 | |
| BERT4REC2026.04 | 85.03 | 85.09 | 47.73 | 43.78 | 48.8 | 51.16 | 47.37 | 58.45 | 65.76 | |
| DIEN2026.04 | 84.55 | 84.41 | 47.63 | 43.64 | 48.48 | 50.92 | 46.95 | 57.67 | 65.2 | |
| CASER2026.04 | 84.46 | 84.91 | 45.9 | 41.5 | 46.9 | 49.76 | 45.18 | 57.14 | 65.97 | |
| SASREC2026.04 | 84.19 | 84.41 | 48.97 | 45.05 | 49.95 | 52.34 | 48.34 | 59.16 | 65.55 | |
| SLIREC2026.04 | 84.1 | 84.42 | 43.86 | 39.27 | 44.65 | 47.55 | 42.71 | 54.66 | 63.62 | |
| DIN2026.04 | 82.64 | 84.42 | 48.48 | 44.29 | 49.42 | 52.12 | 47.73 | 59.1 | 67.42 | |
| NCF2026.04 | 72.61 | 73.56 | 22.15 | 16.89 | 20.94 | 24.23 | 18.74 | 27.86 | 38.1 |