Next-basket Recommendation on Beauty (K=10, K=20 Metrics)
12.76Recall@10TIDE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TIDE2026.05 | 12.76 | 7.28 | 20.76 | 9.51 | |
| TIDEAblation=w/o CL2026.05 | 11.53 | 6.62 | 19.89 | 8.91 | |
| TIDEAblation=w/o Time2026.05 | 11.12 | 5.94 | 18.22 | 7.95 | |
| SemTHy2026.05 | 10.78 | 5.97 | 15.65 | 7.84 | |
| M22026.05 | 10.77 | 6.39 | 14.97 | 8.11 | |
| TREx2026.05 | 9.84 | 6.26 | 14.18 | 7.54 | |
| MCRec2026.05 | 9.31 | 4.99 | 15.54 | 6.69 | |
| HapCL2026.05 | 9.15 | 4.28 | 15.49 | 6.48 | |
| MMNR2026.05 | 7.74 | 3.71 | 13.38 | 4.99 | |
| Sets2Sets2026.05 | 6.28 | 4.16 | 12.71 | 5.25 | |
| TIFU-KNN2026.05 | 5.55 | 2.82 | 8.51 | 3.73 | |
| TIDEAblation=w/o Graph2026.05 | 5.1 | 2.57 | 8.55 | 3.5 | |
| FPMC2026.05 | 1.01 | 0.43 | 1.77 | 0.68 | |
| POP2026.05 | 0.92 | 0.38 | 1.67 | 0.54 |