CTR prediction on Amazon-Review Beauty (test)
0.634AUCRQ-GMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RQ-GMMBackbone=IPNN, Modal Emb=with, Discretization=RQ-GMM2026.02 | 0.634 | 0.505 | |
| RQ-GMMBackbone=IPNN, Modal Emb=without, Discretization=RQ-GMM2026.02 | 0.63 | 0.511 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=with, Discretization=RQ-KMeans2026.02 | 0.628 | 0.511 | |
| RQ-GMMModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.628 | 0.513 | |
| RQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=RQ-VAE2026.02 | 0.624 | 0.517 | |
| RQ-KMeansModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.621 | 0.519 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=without, Discretization=RQ-KMeans2026.02 | 0.62 | 0.513 | |
| RQ-GMMModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.619 | 0.52 | |
| RQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=RQ-VAE2026.02 | 0.616 | 0.524 | |
| VQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=VQ-VAE2026.02 | 0.613 | 0.52 | |
| RQ-KMeansModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.613 | 0.524 | |
| RQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.612 | 0.524 | |
| VQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=VQ-VAE2026.02 | 0.611 | 0.526 | |
| RQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.607 | 0.531 | |
| NoneBackbone=IPNN, Modal Emb=with, Discretization=None2026.02 | 0.606 | 0.527 | |
| NoneBackbone=IPNN, Modal Emb=without, Discretization=None2026.02 | 0.604 | 0.533 | |
| VQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.604 | 0.53 | |
| VQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.599 | 0.536 | |
| NoneModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.597 | 0.536 | |
| NoneModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.594 | 0.542 |