Recommendation Systems on Amazon Games

Metric: Hit@10 (higher is better)

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#	Model↕	Hit@10▼	Extra Data	Paper	Date↕	Code
1	ProxyRCA	0.809	Yes	Proxy-based Item Representation for Attribute an...	2023-12-11	Code
2	CARCA-Rotatory + Con.	0.8062	No	Positional encoding is not the same as context: ...	2024-05-16	Code
3	CARCA	0.782	Yes	CARCA: Context and Attribute-Aware Next-Item Rec...	2022-04-04	Code
4	SSE-PT	0.7757	Yes	-	-	Code
5	SASRec	0.741	No	Self-Attentive Sequential Recommendation	2018-08-20	Code

#1ProxyRCASOTA
0.809
Hit@10· Extra Data· 2023-12-11
Proxy-based Item Representation for Attribute and Context-aware Recommendation Code
#2CARCA-Rotatory + Con.
0.8062
Hit@10· 2024-05-16
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Code
#3CARCASOTA
0.782
Hit@10· Extra Data· 2022-04-04
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention Code
#4SSE-PT
0.7757
Hit@10· Extra Data
No paperCode
#5SASRecSOTA
0.741
Hit@10· 2018-08-20
Self-Attentive Sequential Recommendation Code