Collaborative Filtering
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
7.43Recall@20
45
May 7, 2026
5.75NDCG@20
42
Feb 26, 2026
0.164NDCG@20
40
Feb 26, 2026
5.56NDCG@20
39
Feb 26, 2026
0.081MRR@10
35
Feb 26, 2026
7.36Recall@20
35
Feb 26, 2026
0.086MRR@10
25
Feb 26, 2026
0.829RMSE
25
Feb 26, 2026
0.074MRR@10
23
Feb 26, 2026
70.1Reconstruction Accuracy
18
Jun 5, 2026
9.8R@20
18
Apr 27, 2026
6.67R@20
18
Apr 27, 2026
0.403Recall@20
17
Feb 26, 2026
0.778Pearson R
16
Feb 26, 2026
0.771RMSE
15
Feb 26, 2026
0.334AOA Recall@20
14
Feb 26, 2026
36.66AOA Recall@20
14
Feb 26, 2026
0.396AOA Recall@20
14
Feb 26, 2026
0.059Recall@10
13
Apr 6, 2026
7.77Recall@10
13
Apr 6, 2026
7.31Recall@20
13
Feb 26, 2026
14.05Training Time (s)
12
Jun 1, 2026
195Training Time (s)
12
Jun 1, 2026
19.34Recall@10
12
Apr 6, 2026
0.831Test RMSE
11
Feb 26, 2026