Amazon Sports
Benchmarks
TaskDatasetSOTA resultTrendResults
Amazon Sports 5-core filtering (leave-one-out)
0.557H@10
17
Amazon Sports full-sort protocol
8.6R@10
16
Amazon Sports 6 (leave-one-out)
61.92H@10
16
Amazon-Sports Overall
7.287Recall@20
15
Amazon-Sports (Warm)
11.41Recall@20
15
Amazon-Sports Cold
0.461Recall@20
15
Amazon Sports 5-core (leave-last-out)
4.52HR@5
15
Amazon Sports Zero-Shot (test)
0.182HR @5
12
Amazon Sports Few-Shot (test)
18.28HR (Top-5)
12
Amazon Sports Public benchmarks (test)
0.03R@5
10
Amazon Sports 8-shot (test)
67.57Macro F1
10
Amazon Sports v2014 (test)
4.66Recall@10
9
Amazon-sports 20% synthetic (test)
14.08R@20
8
Amazon Sports Retain (test)
10.92Recall@20 (User)
6
Amazon Sports (leave-one-out)
5.46HR@10
4
Amazon Sports 5-core (test)
2.34Recall@5
3
Amazon Sports
2.405R@5
2
Amazon Sports 5-core filtered (test)
2.29Recall@5
2
Amazon Sports (test)
—Cold Recall@50 Improvement (vs Random)
0