Next-basket Recommendation on Grocery (R@10, NDCG@10, R@20, NDCG@20)
6.75Recall@10TIDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TIDE2026.05 | 6.75 | 4.48 | 11.68 | 6.05 | |
| TIDEAblation=w/o CL2026.05 | 6.48 | 4.27 | 11.17 | 5.82 | |
| TIDEAblation=w/o Time2026.05 | 6.44 | 4.47 | 11.57 | 5.24 | |
| MCRec2026.05 | 5.83 | 4.06 | 8.39 | 4.91 | |
| TREx2026.05 | 5.77 | 4.07 | 10.27 | 5.5 | |
| SemTHy2026.05 | 5.66 | 3.94 | 8.67 | 4.85 | |
| TIFU-KNN2026.05 | 5.56 | 3.33 | 9.32 | 4.45 | |
| HapCL2026.05 | 5.44 | 3.84 | 8.51 | 4.77 | |
| Sets2Sets2026.05 | 4.87 | 2.95 | 6.18 | 3.28 | |
| M22026.05 | 4.45 | 3.14 | 6.54 | 3.84 | |
| MMNR2026.05 | 3.73 | 2.71 | 5.84 | 3.52 | |
| TIDEAblation=w/o Graph2026.05 | 3.08 | 1.9 | 4.39 | 2.32 | |
| FPMC2026.05 | 1.98 | 0.89 | 2.18 | 0.96 | |
| POP2026.05 | 1.65 | 0.74 | 1.97 | 0.95 |