Click-Through Rate Prediction on ML 1M
0.9087AUCQNN-α
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QNN-α2025.05 | 0.9087 | — | 0.296 | |
| FCN_p2024.07 | 0.9082 | — | 0.2975 | |
| ECN2024.07 | 0.9067 | — | 0.3023 | |
| FCN_spLoss=Tri-BCE2024.07 | 0.9067 | — | 0.3017 | |
| ECN2025.05 | 0.9059 | — | 0.3013 | |
| DCNv22024.07 | 0.9056 | — | 0.3098 | |
| DCNv22025.05 | 0.9056 | — | 0.3098 | |
| AFN*DNN integrated=true2024.07 | 0.9053 | — | 0.3048 | |
| FINAL2024.07 | 0.9053 | — | 0.3035 | |
| AFNIntegrated with=DNN2025.05 | 0.9053 | — | 0.3048 | |
| FINAL(2B)2025.05 | 0.9053 | — | 0.3035 | |
| FinalMLP2024.07 | 0.9052 | — | 0.3058 | |
| DLF2024.07 | 0.9052 | — | 0.3083 | |
| FinalMLP2025.05 | 0.9052 | — | 0.3058 | |
| DeepFM2024.07 | 0.9051 | — | 0.3073 | |
| RFM2024.07 | 0.9051 | — | 0.3048 | |
| DeepFM2025.05 | 0.9051 | — | 0.3073 | |
| RFM2025.05 | 0.9051 | — | 0.3048 | |
| EDCN2024.07 | 0.9048 | — | 0.3073 | |
| EDCN2025.05 | 0.9048 | — | 0.3073 | |
| xDeepFM2024.07 | 0.9047 | — | 0.3054 | |
| xDeepFM2025.05 | 0.9047 | — | 0.3054 | |
| Wide & Deep2024.07 | 0.9045 | — | 0.3056 | |
| AutoInt*DNN integrated=true2024.07 | 0.9045 | — | 0.3112 | |
| Wide & Deep2025.05 | 0.9045 | — | 0.3056 | |
| AutoIntIntegrated with=DNN2025.05 | 0.9045 | — | 0.3112 | |
| EulerNet2024.07 | 0.9044 | — | 0.305 | |
| EulerNet2025.05 | 0.9044 | — | 0.305 | |
| PNN2024.07 | 0.9042 | — | 0.307 | |
| PNN2025.05 | 0.9042 | — | 0.307 | |
| DCNv12024.07 | 0.9038 | — | 0.3156 | |
| DCNv12025.05 | 0.9038 | — | 0.3156 | |
| MaskNet2024.07 | 0.9034 | — | 0.308 | |
| MaskNet2025.05 | 0.9034 | — | 0.308 | |
| CL4CTR2025.05 | 0.9033 | — | 0.3074 | |
| DNN2024.07 | 0.903 | — | 0.31 | |
| DNN2025.05 | 0.903 | — | 0.31 | |
| ContextNet-SFFN2021.07 | 0.8681 | 6.82 | — | |
| ContextNet-PFFN2021.07 | 0.8641 | 5.66 | — | |
| DCN2021.07 | 0.8595 | 4.32 | — | |
| Transformer2021.07 | 0.8578 | 3.83 | — | |
| AutoInt2021.07 | 0.8569 | 3.57 | — | |
| xDeepFM2021.07 | 0.8561 | 3.34 | — | |
| DeepFM2021.07 | 0.8537 | 2.64 | — | |
| DNN2021.07 | 0.8527 | 2.35 | — | |
| FM2021.07 | 0.8446 | 0 | — |