Yelp
Benchmarks
TaskDatasetSOTA resultTrendResults
Yelp
1.76NDCG@10
131
Yelp 2018 (test)
7.83Recall@20
110
Yelp (test)
94.8Accuracy
100
Yelp (test)
9.82NDCG@20
82
Yelp 2018
19.69Recall@20
73
Yelp non-IID
0.375MAUVE Score
64
Yelp (Overall)
0.669Hit Rate @10
63
Yelp
72.9ASR
58
Yelp (test)
96.4Accuracy
46
Yelp
4.72HR@10
45
Yelp 2018 (test)
7.43Recall@20
45
Yelp
36Regret
42
Yelp 2018
5.75NDCG@20
42
Yelp 2014 (test)
68.6Accuracy
41
Yelp (test)
92.9AUROC
40
Yelp (test)
6.57HR@10
40
Yelp (Tail)
26.93Hit Rate@10
39
Yelp
36.38Recall@10
38
Yelp (test)
4.95H@10
37
Yelp
0.027N@10
37
Yelp Polarity (test)
1.81Error Rate
37
Yelp (5-fold cross-validation)
71.7Accuracy
36
Yelp
93.4Accuracy
35
Yelp
7.79NDCG@10
35
Yelp (test)
4.708PPL
35