Recommendation Systems on MovieLens 1M

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

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#	Model↕	NDCG@10 (full corpus)▼	Extra Data	Paper	Date↕	Code
1	HSTU+MoL	0.1979	No	Retrieval with Learned Similarities	2024-07-22	Code
2	HSTU	0.1893	No	Actions Speak Louder than Words: Trillion-Parame...	2024-02-27	Code
3	GRU4Rec	0.1648	No	Session-based Recommendations with Recurrent Neu...	2015-11-21	Code
4	SASRec	0.1603	No	Self-Attentive Sequential Recommendation	2018-08-20	Code
5	BERT4Rec	0.1537	No	BERT4Rec: Sequential Recommendation with Bidirec...	2019-04-14	Code

#1HSTU+MoLSOTA
0.1979
NDCG@10 (full corpus)· 2024-07-22
Retrieval with Learned Similarities Code
#2HSTUSOTA
0.1893
NDCG@10 (full corpus)· 2024-02-27
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations Code
#3GRU4RecSOTA
0.1648
NDCG@10 (full corpus)· 2015-11-21
Session-based Recommendations with Recurrent Neural Networks Code
#4SASRec
0.1603
NDCG@10 (full corpus)· 2018-08-20
Self-Attentive Sequential Recommendation Code
#5BERT4Rec
0.1537
NDCG@10 (full corpus)· 2019-04-14
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Code