Collaborative Filtering
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
13.51Recall@10
10
May 7, 2026
0.91Held-out RMSE
9
Jun 2, 2026
0.87Held-out RMSE
9
Jun 2, 2026
31.79HR@10
9
Feb 26, 2026
4.9HR@10
9
Feb 26, 2026
14.4HR@10
9
Feb 26, 2026
36.2Recall@20
9
Feb 26, 2026
13.28R@20
8
Feb 26, 2026
14.08R@20
8
Feb 26, 2026
0.893Pearson R
8
Feb 26, 2026
6.84R@10
8
Feb 26, 2026
9.25R@10
8
Feb 26, 2026
10.05R@10
8
Feb 26, 2026
0.368HR@10
8
Feb 26, 2026
0.176Recall@20
8
Feb 26, 2026
0.414Recall@20
8
Feb 26, 2026
0.071Recall@20
7
Feb 26, 2026
20.04F1@20
7
Feb 26, 2026
0.034F1@20
7
Feb 26, 2026
33.3Recall@20
7
Feb 26, 2026
0.803Test RMSE
7
Feb 26, 2026
0.52Time per Epoch (s)
6
Jun 1, 2026
2Loss Computation Complexity
6
Jun 1, 2026
7.12Recall@20
6
Jun 1, 2026
5.98Recall@20
6
Jun 1, 2026