Amazon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Amazon Clothing (test)
0.018NDCG@10
6
Amazon
32Latency (min)
6
Amazon (val)
89.1Accuracy
6
Amazon CompMCTG (Hold-Out)
87.69Acomp
6
Amazon
9Runtime (s)
6
Amazon (test)
82.23Accuracy
6
Amazon Photo
89.53AUC
6
Amazon (test)
54.7Accuracy
6
Amazon Beauty Tree Depth = 3, 4, 5 (test)
43.98Accuracy
6
Amazon Photo
90.93Accuracy (%)
6
Amazon Computers
80.05Accuracy
6
Amazon (test)
8.77NDCG@10
6
Amazon-3M
29.3Training Time (hours)
6
Amazon-2 (test)
0.021Error Rate
6
Amazon Men (All Items)
78.41AUC
6
Amazon Women (Cold Start)
0.681AUC
6
Amazon Women (All Items)
78.34AUC
6
Amazon
148.6Cumulative Regret R(T)
5
amazon-bestseller
0.598MSE
5
Amazon Beauty
33Overlap Ratio (1:10)
5
Amazon-Book
45Overlap Ratio (1:10)
5
Amazon Beauty
0.619nDCG@5
5
Amazon Book
77.1nDCG@5
5
Amazon-C
20.8Semantic Consistency (PAC)
5
Amazon-C v1 (test)
83.8Qwerty Score
5