Model | Diginetica | Tmall | Last.fm | |||
P@20 | MRR@20 | P@20 | MRR@20 | P@20 | MRR@20 | |
IKNN | 35.75 | 11.75 | 9.15 | 3.31 | 14.90 | 4.04 |
FPMC | 22.14 | 6.66 | 16.06 | 7.32 | 12.86 | 3.78 |
GRU4Rec | 30.79 | 8.22 | 10.93 | 5.89 | 17.90 | 5.39 |
NARM | 48.32 | 16.00 | 23.30 | 10.70 | 22.40 | 7.42 |
STAMP | 46.62 | 15.13 | 26.47 | 13.36 | 22.01 | 7.98 |
SR-GNN | 51.26 | 17.78 | 27.57 | 13.72 | 22.33 | 8.27 |
FGNN | 50.58 | 16.84 | 25.24 | 10.39 | 22.20 | 8.02 |
GC-SAN | 48.58 | 16.55 | 19.14 | 8.54 | 22.64 | 8.42 |
DHCN | 53.66 | 18.51 | 31.42 | 15.05 | 22.10 | 7.44 |
GC-HGNN | 54.10 | 18.64 | 36.83 | 17.37 | 22.95 | 8.31 |
AC-HCN | 51.73 | 18.71 | 35.42 | 17.21 | 22.91 | 8.22 |
CR-HGNN | 54.87 | 19.10 | 39.58 | 18.63 | 24.80 | 8.68 |
%Gain | 1.43% | 2.09% | 7.47% | 7.26% | 8.07% | 3.09% |