Click-Through Rate (CTR) prediction on Taobao 618 Shopping Carnival (test)
79.9AUCTARQ
Evaluation Results
| Method | Links | |
|---|---|---|
| TARQVariant=Full Model2025.09 | 79.9 | |
| TARQCodebook Alignment=False, Target-Attention Net=False2025.09 | 79.6 | |
| TARQCodebook Alignment=False2025.09 | 79.5 | |
| TAVQQuantization=Standard VQ (single codebook layer)2025.09 | 79.2 | |
| MVKEModel Type=Cross-tower interaction2025.09 | 78.9 | |
| IntTowerModel Type=Cross-tower interaction2025.09 | 78.7 | |
| Two-Tower (TT)Model Type=Core production model2025.09 | 78.5 |