Yelp
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Yelp source: SST (test)
77.8Accuracy
12
Yelp 2
98.45Accuracy
12
Yelp
0.7RAM (GB)
11
Yelp v1 (test)
2.27Recall@1
11
Yelp
0.609Ranking Loss
11
Yelp (test)
16.93HL
11
Yelp
27.9AP
11
Yelp-M (test)
0.46MARE
11
Yelp-A (test)
0.42MARE
11
Yelp 10-core (test)
10.28R@10
11
Yelp
15.01Recall@20
11
Yelp 2018
6.79Recall@10
11
Yelp Cold-Start Item
0.15Avg HR@1,3,5
11
Yelp Cold-Start User
15Avg. HR@{1,3,5}
11
Yelp Classic
28.3Mean HR@{1,3,5}
11
Yelp
41.2NMI
11
Yelp (test)
0.902HR@10
11
Yelp (inductive)
65.3Micro-F1
11
Yelp
4.77HR@5
10
Yelp
26.96Recall@1
10
Yelp 2018
4.87R@10
10
YELP
88.5ROC-AUC
10
Yelp
4.58HR@10
10
Yelp (test)
0.951AUC
10
Yelp2 (test)
0.03MMD
10