Post-Click GMV Prediction on TRACE online learning (days 57 to 82)
84.86AUCOracle-Dual
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle-DualArchitecture=Dual-branch, Training Regime=Oracle (ground-truth at first purchase)2026.01 | 84.86 | 41.34 | 62.73 | |
| READERArchitecture=Dual-branch, Training Regime=Online (purchase-time updates with debiasing)2026.01 | 82.35 | 26.12 | 75.23 | |
| Oracle-SingleArchitecture=Single-branch, Training Regime=Oracle (ground-truth at first purchase)2026.01 | 81.68 | 25.8 | 78.23 | |
| Online-SingleArchitecture=Single-tower, Training Regime=Online (purchase-time updates)2026.01 | 81.65 | 24.95 | 80.79 | |
| Online-DualArchitecture=Dual-branch, Training Regime=Online (purchase-time updates)2026.01 | 81.61 | 25.62 | 85.06 | |
| Offline-DualArchitecture=Dual-branch, Training Regime=Offline (daily updates)2026.01 | 81.14 | 25.07 | 79.74 | |
| Offline-SingleArchitecture=Single-tower, Training Regime=Offline (daily updates)2026.01 | 80.55 | 25.56 | 81.25 | |
| Pre-DualArchitecture=Dual-branch, Training Regime=Pre-trained/Frozen2026.01 | 80.45 | 24.66 | 82.13 | |
| Pre-SingleArchitecture=Single-tower, Training Regime=Pre-trained/Frozen2026.01 | 80.35 | 24.88 | 82.2 |