CTR Prediction on Amazon Electronics
0.865AUCKD + LoopFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KD + LoopFMVM Architecture=DMR, FM Architecture=DMIN2026.05 | 0.865 | 0.4608 | |
| KD + LoopFMVM Architecture=DIEN, FM Architecture=DMIN2026.05 | 0.8645 | 0.4646 | |
| KDVM Architecture=DIEN, FM Architecture=DMIN2026.05 | 0.864 | 0.4627 | |
| KDVM Architecture=DMR, FM Architecture=DMIN2026.05 | 0.8631 | 0.4622 | |
| KD + LoopFMVM Architecture=DMIN, FM Architecture=DMIN2026.05 | 0.8554 | 0.4809 | |
| KDVM Architecture=DMIN, FM Architecture=DMIN2026.05 | 0.8551 | 0.4751 | |
| LoopFM-onlyVM Architecture=DIEN, FM Architecture=DMIN2026.05 | 0.8537 | 0.4772 | |
| w/o distillVM Architecture=DIEN, FM Architecture=DMIN2026.05 | 0.849 | 0.4948 | |
| LoopFM-onlyVM Architecture=DMR, FM Architecture=DMIN2026.05 | 0.8475 | 0.4866 | |
| w/o distillVM Architecture=DMR, FM Architecture=DMIN2026.05 | 0.8456 | 0.4882 | |
| LoopFM-onlyVM Architecture=DMIN, FM Architecture=DMIN2026.05 | 0.8388 | 0.4995 | |
| w/o distillVM Architecture=DMIN, FM Architecture=DMIN2026.05 | 0.8386 | 0.4947 | |
| KD + LoopFMVM Architecture=DeepFM, FM Architecture=DMIN2026.05 | 0.8179 | 0.571 | |
| LoopFM-onlyVM Architecture=DeepFM, FM Architecture=DMIN2026.05 | 0.8127 | 0.611 | |
| KDVM Architecture=DeepFM, FM Architecture=DMIN2026.05 | 0.8119 | 0.6086 | |
| w/o distillVM Architecture=DeepFM, FM Architecture=DMIN2026.05 | 0.8035 | 0.6327 |