Yelp
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Yelp (val)
0.417Accuracy
7
Yelp (test)
0.972RMSE
7
Yelp (test)
0.948FID
7
Yelp
46.8CTC Score
7
Yelp
82Accuracy
7
Yelp Fully-Supervised
96.22AUROC
7
YELP (test)
0.974F1
7
Yelp.F (test)
9.14Params (M)
7
Yelp (test)
5FMR
7
Yelp-5
27.05Error Rate
7
Yelp (test)
95.4Classifier Accuracy
7
Yelp (test)
97.53Sentiment Accuracy
7
Yelp Open Dataset (test)
0.267R-1
7
Yelp
51.3HR@10
6
Yelp (20 folds)
0.12Running Time (s)
6
Yelp-M
0.89Runtime (s)
6
Yelp-A
0.74Runtime (s)
6
Yelp unseen domains (test)
72.29Accuracy
6
Yelp
99.16ACC
6
Yelp Dir alpha=0.1
0.905Generalized Accuracy
6
Yelp Dir alpha = 0.1 Standard
97.81Personalized Accuracy (Acc_p)
6
Yelp 2018 revised (test)
6.4Recall@20
6
Yelp-Large
85.09Accuracy (0% Perturbation)
6
Yelp Small
88.19Accuracy (0% Ptb)
6
Yelp-Large (test)
82.28Accuracy
6