|
Methods
|
Metrics
|
STRNN
|
PACE
|
Bi-STDDP
|
SASRec
|
BERT4Rec
|
BMAM
|
Improv (%)
|
|---|
|
NYC
|
Recall@5
|
0.3225
|
0.3226
|
0.3476
|
0.5411
|
0.6005
|
0.6191
|
3.1
|
|
Recall@10
|
0.4055
|
0.4033
|
0.4176
|
0.6417
|
0.6606
|
0.6756
|
2.3
|
|
F1-score@5
|
0.1075
|
0.1075
|
0.1159
|
0.1804
|
0.2002
|
0.2063
|
3.0
|
|
F1-score@10
|
0.0737
|
0.0733
|
0.0759
|
0.1167
|
0.1201
|
0.1228
|
2.2
|
|
TKY
|
Recall@5
|
0.3665
|
0.3605
|
0.4107
|
0.6249
|
0.6631
|
0.6852
|
3.3
|
|
Recall@10
|
0.4492
|
0.4469
|
0.4838
|
0.7021
|
0.7256
|
0.7386
|
1.8
|
|
F1-score@5
|
0.1222
|
0.1202
|
0.1369
|
0.2083
|
0.2210
|
0.2284
|
3.3
|
|
F1-score@10
|
0.0817
|
0.0813
|
0.0880
|
0.1277
|
0.1319
|
0.1343
|
1.8
|
