模型 | Yoochoose1/64 | Yoochoose 1/4 | Diginetica | |||
Precision@20 | MRR@20 | Precision@20 | MRR@20 | Precision@20 | MRR@20 | |
POP | 6.71 | 1.65 | 1.33 | 0.30 | 0.89 | 0.20 |
S-POP | 30.44 | 18.35 | 27.08 | 17.75 | 21.06 | 13.68 |
Item-KNN | 51.60 | 21.81 | 52.31 | 21.70 | 35.75 | 11.57 |
BPR-MF | 31.31 | 12.08 | 3.40 | 1.57 | 5.24 | 1.98 |
FPMC | 45.62 | 15.01 | - | - | 26.53 | 6.95 |
GRU4REC | 60.64 | 22.89 | 59.53 | 22.60 | 29.45 | 8.33 |
NARM | 68.32 | 28.63 | 69.73 | 29.23 | 49.70 | 16.17 |
STAMP | 68.74 | 29.67 | 70.44 | 30.00 | 45.64 | 14.32 |
SR-GNN | 68.69 | 29.36 | 69.90 | 30.30 | 49.56 | 16.92 |
SEMGNN | 69.16 | 29.80 | 70.62 | 31.28 | 50.16 | 17.04 |
TGGA-SR | 70.44 | 30.85 | 71.33 | 32.09 | 51.80 | 18.29 |