Amazon Review
Benchmarks
TaskDatasetSOTA resultTrendResults
Amazon Review Arts (leave-one-out)
0.132NDCG@10
8
Amazon Review Instruments (leave-one-out)
0.091NDCG@10
8
Amazon Review Scientific (leave-one-out)
11.45NDCG@10
8
Amazon Review ZH
73.21Accuracy
8
Amazon Review
17.7ROUGE-1
8
Amazon Review
21ROUGE-1
8
Amazon Review (test)
0.96Joy
8
Amazon Review
0.058CNPMI
8
Amazon-Review single-domain generalization (test)
76.42Class D Score
8
Amazon Review Dataset K -> E
80.7Accuracy
8
Amazon review dataset K -> D
72.2Accuracy
8
Amazon review dataset K -> B
68.2Accuracy
8
Amazon Review E -> K
84.4Accuracy
8
Amazon review dataset E -> D
66.2Accuracy
8
Amazon review dataset E -> B
67.1Accuracy
8
Amazon Review D -> K
81Accuracy
8
Amazon review D -> E
80.4Accuracy
8
Amazon Review D -> B
74.7Accuracy
8
Amazon review dataset B -> E
80Accuracy
8
Amazon Review Toys last interaction per user (test)
78.15AUC
7
Amazon Review Clothing last interaction per user (test)
74.43AUC
7
Amazon Review Beauty last interaction per user (test)
91.13AUC
7
Amazon Review Sports last interaction per user (test)
0.843AUC
7
Amazon Review Toys 2014 (leave-one-out)
9.77R@10
7
Amazon Review Beauty 2014 (leave-one-out)
8.86R@10
7