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ResearchFormerly WizWand

Recommendation on MovieLens-25M (test)

0.8284HR@10PEAGAT
0.5981440.6579220.71770.777478Oct 22, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PEAGATEntity-awareness=true2020.100.82840.5475
PEASageEntity-awareness=true2020.100.82730.5462
PEAGATEntity-awareness=false2020.100.82490.5414
PEAGCNEntity-awareness=true2020.100.81870.5361
PEAGCNEntity-awareness=false2020.100.81850.5344
PEASageEntity-awareness=false2020.100.81760.5383
CFKG2020.100.81520.5196
KGAT2020.100.81470.5236
NFM2020.100.81320.5347
LGC2020.100.80810.5237
MultiGCCF2020.100.80140.5153
Metapath2Vec2020.100.79560.5051
NGCF2020.100.78070.4866
KGCN2020.100.77710.4699
HeRec2020.100.6070.3291