Amazon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Amazon Sports (cold-start)
2.78Recall@5
11
Amazon Beauty (cold-start)
2.55R@5
11
Amazon
0.816AUC
11
Amazon Sport (test)
76.49Hit Rate@10
11
Amazon Cloth (test)
81.04Hit Rate @10
11
Amazon-UK
28.78NDCG@10
11
Amazon Electronics
36.2NDCG@10
11
Amazon Games 2023 (test)
32.82H@1
11
Amazon Instruments 2023 (test)
25.86Hit Ratio @ 1
11
Amazon CDs 2023 (test)
29.92Hit Rate @1
11
Amazon CDs (test)
9.63Recall@5
11
Amazon2M
97.1Objective Score
11
Amazon100k
45.2Precision
11
Amazon 100k
45.2Precision
11
Amazon
98.71AUC
11
Amazon CDs and Vinyl
0.01HR@5
11
Amazon-toys 10-core (test)
11.56Recall@10
11
Amazon-sports 10-core (test)
12.46Recall@10
11
Amazon (40% label ratio)
92.47F1-macro
11
Amazon (1% label ratio)
91.12F1-macro
11
Amazon
13.8R@50
11
Amazon
0.972Accuracy
11
Amazon Classic
72.3Avg Hit Rate @{1,3,5}
11
Amazon V=4 (N=4790)
99.88ACC
11
Amazon Sports (test)
58.63Recall@50
11