MovieLens
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MovieLens 1M
4Unique Top-1
5
MovieLens averaged across Env-1, Env-2, Env-3 25M (test)
0.364NDCG@10
5
MovieLens
4.6Human-likeness Score
5
Movielens
28.65Recall@20
5
MovieLens 20M (test)
10.1HR@1
5
MovieLens
46.18Recall@20
5
MovieLens 20M
5.29Recall@1
5
MovieLens
99.8AUC
5
MovieLens (test)
4.68NDCG (Male)
4
MovieLens 100 representative users 25M (70% train)
0.573R^2
4
MovieLens 1M 1.0 (full)
14.37Recall@5
4
MovieLens-100K
83.43AUC
4
MovieLens 86K movies
0.402LPIPS
4
MovieLens latest (train)
0.71RMSE (Train)
4
MovieLens latest (val)
0.847RMSE (Validation)
4
MovieLens 100K
1SPSC/LinUCB Ratio
4
MovieLens 1M
7.05Hit Rate @ 1 (HR@1)
4
MovieLens
3.85Relevance
4
MovieLens K=19
0.316JS Divergence (bits)
3
MovieLens K=19
82.2NDCG@5
3
MovieLens 100K (test)
0.717MABS
3
MovieLens 10M (test)
0.815RMSE
3
Movielens u1 (test)
0.186NMAE
3
MovieLens
0.971Group RMSE
3
MovieLens (train)
0.021Final Training Loss Gradient
3