Recommendation Systems on Amazon Beauty

Metric: Hit@10 (higher is better)

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#	Model↕	Hit@10▼	Extra Data	Paper	Date↕	Code
1	CARCA Abs + Con	0.6793	No	Positional encoding is not the same as context: ...	2024-05-16	Code
2	ProxyRCA	0.626	Yes	Proxy-based Item Representation for Attribute an...	2023-12-11	Code
3	CARCA-Rotatory	0.6187	No	Positional encoding is not the same as context: ...	2024-05-16	Code
4	CARCA	0.579	Yes	CARCA: Context and Attribute-Aware Next-Item Rec...	2022-04-04	Code
5	SSE-PT	0.5028	Yes	-	-	Code
6	SASRec	0.4854	No	Self-Attentive Sequential Recommendation	2018-08-20	Code

#1CARCA Abs + ConSOTA
0.6793
Hit@10· 2024-05-16
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Code
#2ProxyRCASOTA
0.626
Hit@10· Extra Data· 2023-12-11
Proxy-based Item Representation for Attribute and Context-aware Recommendation Code
#3CARCA-Rotatory
0.6187
Hit@10· 2024-05-16
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Code
#4CARCASOTA
0.579
Hit@10· Extra Data· 2022-04-04
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention Code
#5SSE-PT
0.5028
Hit@10· Extra Data
No paperCode
#6SASRecSOTA
0.4854
Hit@10· 2018-08-20
Self-Attentive Sequential Recommendation Code