CTR Prediction on Industrial dataset (test)
73.26AUCCCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CCNCategory=(C) Ablation Study of Our Method2024.11 | 73.26 | 0.5 | |
| CCN - w/o UIMCategory=(C) Ablation Study of Our Method2024.11 | 73.15 | 0.39 | |
| CCN - w/o Attraction Loss (LS+)Category=(C) Ablation Study of Our Method2024.11 | 73.12 | 0.36 | |
| CCN - w/o Repulsion Loss (LS-)Category=(C) Ablation Study of Our Method2024.11 | 73.09 | 0.33 | |
| Baseline + Trigger + UIMCategory=(C) Ablation Study of Our Method2024.11 | 72.93 | 0.17 | |
| Baseline + TriggerCategory=(C) Ablation Study of Our Method2024.11 | 72.81 | 0.05 | |
| SIMCategory=(A) General CTR Models, Role=Baseline2024.11 | 72.76 | — | |
| DIHNCategory=(B) Trigger-Aware Models2024.11 | 72.59 | -0.17 | |
| DIANCategory=(B) Trigger-Aware Models2024.11 | 72 | -0.76 | |
| DINCategory=(A) General CTR Models2024.11 | 71.17 | — | |
| Wide&DeepCategory=(A) General CTR Models2024.11 | 68.72 | — |