Amazon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Amazon Book to Music, alpha=20%
0.389MAE
12
Amazon Book to Movie alpha=80%
0.475MAE
12
Amazon Book to Movie, alpha=50%
0.445MAE
12
Amazon Book to Movie, alpha=20%
0.449MAE
12
Amazon Movie to Music, alpha=80%
0.46MAE
12
Amazon Movie to Music, alpha=50%
0.448MAE
12
Amazon Arts
-0.628EF
12
Amazon Software
-13.487EF
12
Amazon product-category
14.03t(31)
12
Amazon
97.55AUC
12
Amazon c
98.76F1 Score
12
Amazon
90.8Recall
12
Amazon elec
27.11Hit Rate@500
12
Amazon Movies
0.241Hit@500
12
Amazon Toys (test)
6.6NDCG@5
12
Amazon Sports 5-core (test)
7.45Recall@10
12
Amazon Cold-Start User v1
84HR Avg
12
Amazon Classic v1
79HR@avg
12
Amazon Sports (test)
4.528BLEU-4
12
Amazon
82.6ACC
12
Noisy Amazon
72.8ACC
12
Amazon
1.46Running Time (s)
12
Amazon Magazine_Subscriptions streaming user reviews
0.421MSE
12
Amazon Cell Phones and Accessories (test)
32N@1
11
Amazon Toys (cold-start)
5.6R@5
11