MovieLens
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Movielens
8.365Recall@5
30
MovieLens small-scale
66.832LCS Score
30
MovieLens 20M
64.042nDCG@10
29
MovieLens 25M
90.6Success Rate vs Non-Private LinUCB
28
MovieLens 1M
85.43CTR
28
MovieLens 90/10 1M (train test)
0.829RMSE
27
MovieLens 1m
76.14F1 (beta=0.1)
26
MovieLens 100K
77.7HR@10
26
MovieLens 1M (test)
0.829RMSE
25
MovieLens
20.85Recall@50
24
MovieLens 20,000 items
47ILS
24
MovieLens 1M (instance)
0.31Simple Regret
24
MovieLens 20M (test)
67.4Accuracy
24
MovieLens-100K (test)
0.897RMSE
24
MovieLens 1M (leave-one-out)
60.5NDCG@10
22
MovieLens
27.7Recall@1
22
MovieLens 20M
0.448NDCG@100
22
MovieLens (test)
0.186Logloss
21
MovieLens (test)
3,679Loss
21
MovieLens 10k
61Accuracy (Q=0.25)
20
MovieLens latest (test)
10.708Recall@10
20
MovieLens 20M
67.6Accuracy
19
MovieLens 1M
51.8Accuracy
19
MovieLens 1M (test)
94.49AUC
19
MovieLens 100k
70.1Reconstruction Accuracy
18