Click-Through Rate Prediction on KKBox
85.76AUCQNN-α
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QNN-α2025.05 | 85.76 | 0.473 | — | |
| FCN_spLoss=Tri-BCE2024.07 | 85.74 | 0.4754 | — | |
| FCN_p2024.07 | 85.67 | 0.4747 | — | |
| ECN2024.07 | 85.59 | 0.4756 | — | |
| ECN2025.05 | 85.4 | 0.4778 | — | |
| xDeepFM2024.07 | 85.35 | 0.4772 | — | |
| xDeepFM2025.05 | 85.35 | 0.4772 | — | |
| AutoInt*DNN integrated=true2024.07 | 85.34 | 0.4773 | — | |
| AutoIntIntegrated with=DNN2025.05 | 85.34 | 0.4773 | — | |
| DeepFM2024.07 | 85.31 | 0.4785 | — | |
| DCNv12024.07 | 85.31 | 0.4766 | — | |
| DCNv22024.07 | 85.31 | 0.4787 | — | |
| DeepFM2025.05 | 85.31 | 0.4785 | — | |
| DCNv12025.05 | 85.31 | 0.4766 | — | |
| DCNv22025.05 | 85.31 | 0.4787 | — | |
| EDCN2024.07 | 85.27 | 0.4952 | — | |
| EDCN2025.05 | 85.27 | 0.4952 | — | |
| PNN2024.07 | 85.15 | 0.4793 | — | |
| PNN2025.05 | 85.15 | 0.4793 | — | |
| FINAL2024.07 | 85.14 | 0.48 | — | |
| FINAL(2B)2025.05 | 85.14 | 0.48 | — | |
| FinalMLP2024.07 | 85.1 | 0.4822 | — | |
| FinalMLP2025.05 | 85.1 | 0.4822 | — | |
| DLF2024.07 | 85.07 | 0.4884 | — | |
| Wide & Deep2024.07 | 85.04 | 0.4852 | — | |
| Wide & Deep2025.05 | 85.04 | 0.4852 | — | |
| DNN2024.07 | 85.01 | 0.4811 | — | |
| DNN2025.05 | 85.01 | 0.4811 | — | |
| AFN*DNN integrated=true2024.07 | 84.89 | 0.4842 | — | |
| AFNIntegrated with=DNN2025.05 | 84.89 | 0.4842 | — | |
| MaskNet2024.07 | 84.79 | 0.5003 | — | |
| MaskNet2025.05 | 84.79 | 0.5003 | — | |
| RFM2024.07 | 84.7 | 0.4853 | — | |
| RFM2025.05 | 84.7 | 0.4853 | — | |
| TF4CTR2024.05 | 84.5 | — | 0.0002 | |
| EulerNet2024.07 | 84.27 | 0.4922 | — | |
| EulerNet2025.05 | 84.27 | 0.4922 | — | |
| DCNv22024.05 | 84.24 | — | — | |
| DCN2024.05 | 84.22 | — | — | |
| WideDeep2024.05 | 84.12 | — | — | |
| DeepFM2024.05 | 84.11 | — | — | |
| AutoInt+2024.05 | 84.08 | — | — | |
| CL4CTR2024.05 | 84.05 | — | — | |
| xDeepFM2024.05 | 84.02 | — | — | |
| EDCN2024.05 | 83.96 | — | — | |
| CL4CTR2025.05 | 83.78 | 0.4972 | — | |
| EulerNet2024.05 | 83.68 | — | — | |
| AFN+2024.05 | 83.57 | — | — |