Recommendation Systems on MovieLens 20M

Metric: nDCG@10 (full corpus) (higher is better)

LeaderboardDataset

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#	Model↕	nDCG@10 (full corpus)▼	Extra Data	Paper	Date↕	Code
1	HSTU	0.2098	No	Actions Speak Louder than Words: Trillion-Parame...	2024-02-27	Code
2	GRU4Rec	0.173	No	Session-based Recommendations with Recurrent Neu...	2015-11-21	Code
3	BERT4Rec	0.1703	No	BERT4Rec: Sequential Recommendation with Bidirec...	2019-04-14	Code
4	SASRec	0.1621	No	Self-Attentive Sequential Recommendation	2018-08-20	Code

#1HSTUSOTA
0.2098
nDCG@10 (full corpus)· 2024-02-27
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations Code
#2GRU4RecSOTA
0.173
nDCG@10 (full corpus)· 2015-11-21
Session-based Recommendations with Recurrent Neural Networks Code
#3BERT4Rec
0.1703
nDCG@10 (full corpus)· 2019-04-14
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Code
#4SASRec
0.1621
nDCG@10 (full corpus)· 2018-08-20
Self-Attentive Sequential Recommendation Code