Amazon Review
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Amazon Review Polarity (AMZP)
96.7Accuracy
57
Amazon Review Full
65.2Accuracy
33
Amazon Review Toys (test)
0.799AUC
30
Amazon Review Beauty (test)
0.819AUC
30
Amazon Review Sports (test)
82.4AUC
30
Amazon Review Full (test)
62.85Accuracy
25
Amazon-Review Automotive (test)
0.654AUC
20
Amazon-Review Beauty (test)
0.634AUC
20
Amazon-Review Appliances (test)
0.688AUC
20
Amazon Review 1000 labels (test)
39.17Top-1 Error Rate
19
Amazon Review 250 labels (test)
42.98Top-1 Error Rate
19
Amazon Review (test)
63.85Macro F1 Score
18
Amazon Review EN
80.03Accuracy
16
Amazon Review
40.16Error Rate
16
Amazon Review (test)
92.94Accuracy
15
Amazon Review
70Accuracy (%)
13
Amazon Review Office v1 (test)
9.72R@1
11
Amazon Review Industrial v1 (test)
9.04R@1
11
Amazon Review Toys v1 (test)
4.71Recall@1
11
Amazon Review Office (test)
13.44HR@3
11
Amazon Review Industrial (test)
0.119HR@3
11
Amazon Review
0.072CNPMI
10
Amazon Review (AR)
44.06Accuracy
10
Amazon Review
0.453F1 Score
10
Amazon Review
0.018Absolute Estimation Error
10