Recommendation Systems on Amazon Men

Metric: Hit@10 (higher is better)

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#	Model↕	Hit@10▼	Extra Data	Paper	Date↕	Code
1	CARCA Learnt + Con	0.7386	No	Positional encoding is not the same as context: ...	2024-05-16	Code
2	RMHA-4	0.7013	No	Positional encoding is not the same as context: ...	2024-05-16	Code
3	ProxyRCA	0.617	Yes	Proxy-based Item Representation for Attribute an...	2023-12-11	Code
4	CARCA	0.55	Yes	CARCA: Context and Attribute-Aware Next-Item Rec...	2022-04-04	Code

#1CARCA Learnt + ConSOTA
0.7386
Hit@10· 2024-05-16
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Code
#2RMHA-4
0.7013
Hit@10· 2024-05-16
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Code
#3ProxyRCASOTA
0.617
Hit@10· Extra Data· 2023-12-11
Proxy-based Item Representation for Attribute and Context-aware Recommendation Code
#4CARCASOTA
0.55
Hit@10· Extra Data· 2022-04-04
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention Code