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ResearchFormerly WizWand

Sequential Recommendation on Amazon Games (test)

80.9Hit@10ProxyRCA
27.319241.229655.1469.0504Aug 20, 2018Jul 9, 2019May 27, 2020Apr 15, 2021Mar 4, 2022Jan 21, 2023Dec 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ProxyRCAtask=LIP, with PIR=true2023.1280.961.1
CARCAtask=NIP2023.1278.257.3
SASRec++ with PIRtask=LIP, with PIR=true2023.1277.957.2
SSE-PTtask=NIP2023.1277.556.6
BPR++ with PIRtask=BPR, with PIR=true2023.127758.2
BPR++task=BPR2023.1276.856.4
MixDim++task=LIP2023.1276.655.6
S³Rectask=NIP2023.1276.554.9
CARCAtask=LIP2023.1276.256
SASRec++task=LIP2023.1275.353.9
SASRec++task=NIP2023.1275.253.3
SASRectask=NIP2023.1274.254.1
SASRecblocks=2, latent dimension d=502018.0874.153.6
BERT4Rectask=NIP2023.1270.550.9
TransRec2018.0868.3845.57
FPMC2018.0868.0246.8
GRU4Rec*2018.0865.9947.59
FMC2018.0863.5844.56
Caser2018.0852.8232.14
Populartask=NIP2023.1251.931.4
BPR2018.0848.5328.75
PopRec2018.0847.2427.79
GRU4Rec2018.0829.3818.37