Yelp Review
Benchmarks
TaskDatasetSOTA resultTrendResults
YelpReview
94.52ROC-AUC
24
Yelp Review (1000 labels)
37.58Top-1 Error Rate
19
Yelp Review 250 labels
42.68Top-1 Error
19
Yelp Review (test)
69.63Macro F1
18
Yelp Review Full (YRF)
70Accuracy
16
Yelp Review Dataset
89.8F1 (Original)
12
Yelp Review
5.04Stdev of F1 Score
12
Yelp Review
0.872AUROC
11
Yelp Review Full (test)
80.89Accuracy
10
Yelp Review (test)
0.418MAE
9
Yelp Review (test)
0.91Joy
8
Yelp Review (test)
0.808F1 Score
3
Yelp review dataset
95Sentiment Accuracy
2