MovieLens
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MovieLens
6.17NDCG (Male)
8
MovieLens-10M (test)
1,748Time (s)
8
MovieLens1M (50/50 split)
0.899RMSE
8
MovieLens100K 50/50 split
0.968RMSE
8
MovieLens 100K
0.036Running Time (seconds)
8
MovieLens 1M (Local)
69.66ROC-AUC
8
MovieLens 1M (Global)
80.19ROC-AUC
8
MovieLens
43.2Hit Rate @ 1
8
MovieLens 1M
0.615NDCG@5
8
MovieLens 1M Trend Promotion (test)
66.9Hit Rate@5
8
MovieLens 1M
47.73HR@20
8
MovieLens Item 20M (test)
0.893Pearson R
8
MovieLens 20M
4.23N@1
8
MovieLens cold-start 1M (derived)
50.1Accuracy
8
Movielens 20M
0.414Recall@20
8
MovieLens 20M (90%/10%)
0.765RMSE
8
MovieLens 10M (90%/10%)
0.775RMSE
8
MovieLens (test)
0.929RMSE
8
MovieLens-20M
0.772RMSE
7
MovieLens 10M (50/50 split)
0.853RMSE
7
MovieLens 10M
10Running time (seconds)
7
Movielens
0.16HR@5
7
Movielens
1,472.4Cumulative Regret
7
MovieLens 1M
0.167Recall@5
7
Movielens-1M
0.356HR@10
7