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ResearchFormerly WizWand

CTR Prediction on Amazon Electronics

0.865AUCKD + LoopFM
0.801040.8176450.834250.850855May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KD + LoopFMVM Architecture=DMR, FM Architecture=DMIN2026.050.8650.4608
KD + LoopFMVM Architecture=DIEN, FM Architecture=DMIN2026.050.86450.4646
KDVM Architecture=DIEN, FM Architecture=DMIN2026.050.8640.4627
KDVM Architecture=DMR, FM Architecture=DMIN2026.050.86310.4622
KD + LoopFMVM Architecture=DMIN, FM Architecture=DMIN2026.050.85540.4809
KDVM Architecture=DMIN, FM Architecture=DMIN2026.050.85510.4751
LoopFM-onlyVM Architecture=DIEN, FM Architecture=DMIN2026.050.85370.4772
w/o distillVM Architecture=DIEN, FM Architecture=DMIN2026.050.8490.4948
LoopFM-onlyVM Architecture=DMR, FM Architecture=DMIN2026.050.84750.4866
w/o distillVM Architecture=DMR, FM Architecture=DMIN2026.050.84560.4882
LoopFM-onlyVM Architecture=DMIN, FM Architecture=DMIN2026.050.83880.4995
w/o distillVM Architecture=DMIN, FM Architecture=DMIN2026.050.83860.4947
KD + LoopFMVM Architecture=DeepFM, FM Architecture=DMIN2026.050.81790.571
LoopFM-onlyVM Architecture=DeepFM, FM Architecture=DMIN2026.050.81270.611
KDVM Architecture=DeepFM, FM Architecture=DMIN2026.050.81190.6086
w/o distillVM Architecture=DeepFM, FM Architecture=DMIN2026.050.80350.6327