Yelp
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Yelp Formality (test)
97Accuracy
4
Yelp polarity corpus (test)
96.09Internal Classification Accuracy
4
Biased YELP (test)
77Control Accuracy
4
Yelp dataset
28Info Score
4
Yelp (test)
0.367Grammaticality
4
Yelp (dev)
64.9Accuracy
4
Yelp Extreme (test)
0.121Loss
4
Yelp Bulk (test)
0.097Classification Loss
4
Yelp
85.7Sentiment Preservation
4
Yelp Large
94.2F1 Score
4
Yelp Medium
88.4F1 Score
4
Yelp 2013
146Time (s)
4
Yelp-bi (test)
0.022Test Error Rate
4
Yelp restaurant reviews
83.5Accuracy
4
Yelp F. (train)
4Training Time per Epoch (min)
4
Yelp P. (train)
3Training Time per Epoch (m)
4
Yelp (70%)
71.5Macro F1
3
Yelp L1 (K=26)
0.298JS Divergence (bits)
3
Yelp L1 (K=26)
0.842NDCG@5
3
Yelp dataset (test)
32.98Accuracy
3
Yelp
2.59Peak Memory (GB)
3
D1 Yelp Open Dataset (train val)
0.99RMSE
3
Yelp
5.5Latency (s)
3
Yelp-5
73.28F1 Micro
3
Yelp
4.96Recall@5
2