CTR prediction on Amazon-Review Automotive (test)
0.654AUCRQ-GMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RQ-GMMBackbone=IPNN, Modal Emb=with, Discretization=RQ-GMM2026.02 | 0.654 | 0.494 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=with, Discretization=RQ-KMeans2026.02 | 0.647 | 0.496 | |
| RQ-GMMBackbone=IPNN, Modal Emb=without, Discretization=RQ-GMM2026.02 | 0.646 | 0.499 | |
| RQ-GMMModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.644 | 0.506 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=without, Discretization=RQ-KMeans2026.02 | 0.642 | 0.503 | |
| RQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=RQ-VAE2026.02 | 0.64 | 0.503 | |
| RQ-GMMModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.638 | 0.509 | |
| RQ-KMeansModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.635 | 0.512 | |
| RQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=RQ-VAE2026.02 | 0.634 | 0.509 | |
| VQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=VQ-VAE2026.02 | 0.634 | 0.512 | |
| RQ-KMeansModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.632 | 0.513 | |
| RQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.629 | 0.517 | |
| VQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=VQ-VAE2026.02 | 0.628 | 0.515 | |
| NoneBackbone=IPNN, Modal Emb=with, Discretization=None2026.02 | 0.627 | 0.517 | |
| RQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.627 | 0.518 | |
| VQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.623 | 0.522 | |
| NoneBackbone=IPNN, Modal Emb=without, Discretization=None2026.02 | 0.622 | 0.522 | |
| VQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.62 | 0.524 | |
| NoneModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.617 | 0.528 | |
| NoneModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.613 | 0.531 |