MovieLens
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MovieLens
0.854Worst-case Reward
7
MovieLens (test)
85.38Worst-Case Normalized Reward
7
Movielens 1M
20.04F1@20
7
MovieLens (test)
0.923AUC
7
MovieLens non-k-uniform (test)
93AUC
7
MovieLens (test)
0.419RMSE
7
MovieLens 1M (20% evaluation)
24.15HR@50
6
MovieLens 1M top-1500 most-rated items
186.7Cumulative Regret R(T)
6
MovieLens real-data
0.001Loss
6
MovieLens-32M
24.41Recall@10
6
movielens
61.8AUC
6
MovieLens 1M
99.84TPR@1%FPR
6
MovieLens (train)
100Communication Rounds
6
Movielens (test)
6.39Precision@10
6
MovieLens 100k
0Metric Gap
6
MovieLens 100k
0.917RMSE
6
MovieLens 1M
0.74H@10
6
MovieLens 20M
84.47Hit Rate@10
6
MovieLens
0.73MAE
6
MovieLens
0.3MAE
6
MovieLens
0.74MAE
6
MovieLens 100K
69.87Accuracy
5
MovieLens 100K
16.22Recall@20
5
MovieLens 20 temporal replications 1M
0.898DR Value
5
MovieLens
16.1ROUGE-1 (Personalization)
5