CTR prediction on Amazon-Review Appliances (test)
0.688AUCRQ-GMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RQ-GMMBackbone=IPNN, Modal Emb=with, Discretization=RQ-GMM2026.02 | 0.688 | 0.472 | |
| RQ-GMMBackbone=IPNN, Modal Emb=without, Discretization=RQ-GMM2026.02 | 0.68 | 0.479 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=with, Discretization=RQ-KMeans2026.02 | 0.68 | 0.481 | |
| RQ-GMMModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.678 | 0.481 | |
| RQ-KMeansBackbone=IPNN, Modal Emb=without, Discretization=RQ-KMeans2026.02 | 0.675 | 0.483 | |
| RQ-GMMModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.674 | 0.488 | |
| RQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=RQ-VAE2026.02 | 0.673 | 0.482 | |
| RQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=RQ-VAE2026.02 | 0.667 | 0.49 | |
| RQ-KMeansModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.667 | 0.487 | |
| VQ-VAEBackbone=IPNN, Modal Emb=with, Discretization=VQ-VAE2026.02 | 0.665 | 0.49 | |
| RQ-KMeansModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.665 | 0.492 | |
| NoneBackbone=IPNN, Modal Emb=with, Discretization=None2026.02 | 0.659 | 0.495 | |
| RQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.659 | 0.493 | |
| VQ-VAEBackbone=IPNN, Modal Emb=without, Discretization=VQ-VAE2026.02 | 0.658 | 0.493 | |
| RQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.657 | 0.498 | |
| VQ-VAEModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.654 | 0.498 | |
| VQ-VAEModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.651 | 0.503 | |
| NoneBackbone=IPNN, Modal Emb=without, Discretization=None2026.02 | 0.65 | 0.498 | |
| NoneModal Emb=w/ Emb, Backbone=FNN2026.02 | 0.648 | 0.504 | |
| NoneModal Emb=w/o Emb, Backbone=FNN2026.02 | 0.643 | 0.507 |