MovieLens
Benchmarks
TaskDatasetSOTA resultTrendResults
MovieLens-1M (test)
19.7NDCG@20
116
MovieLens
97.9Accuracy
99
MovieLens
97.52AUC
87
MovieLens
40.12Mean Diversity
80
MovieLens
196.54Min Score
70
MovieLens 1M
56.197nDCG@10
62
MovieLens 100K (test)
0.883RMSE
60
MovieLens Unpopular items 1M
-0.001D@10
52
MovieLens Popular items 1M
0.11D@10
52
MovieLens 1M (test)
53.05Cache Hit Rate
48
Movielens
28.65Recall@20
44
MovieLens-1M (test)
82.45Hit@10
42
MovieLens
1ValidRatio
41
MovieLens Symmetric Noise
0.704L1 Distance Error
40
MovieLens Pairflip Noise
0.945L1 Distance Error
40
MovieLens-1M (test)
0.822RMSE
40
MovieLens Individual User Instances
19.186SM
35
MovieLens
24.72DM Score
35
MovieLens
0.954CLO
35
MovieLens
8.65Recall@10
32
MovieLens 10M (test)
9.35Recall@10
32
MovieLens 10M (Set-up (S))
27.68Recall@10
32
MovieLens (test)
0.646Accuracy
32
Movielens (warm)
29.87Recall@20
30
Movielens (cold)
23.41Recall@20
30