CTR Prediction on Avazu, Criteo, MovieLens, Frappe Average
28.05Avg Rel LogLoss ImpLR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LR2023.12 | 28.05 | 8.44 | |
| AFM2023.12 | 18.76 | 5.4 | |
| GraphFM2023.12 | 16.51 | 1.74 | |
| FiGNN2023.12 | 15.66 | 3.06 | |
| FM2023.12 | 14.63 | 4.95 | |
| NFM2023.12 | 12.02 | 5.24 | |
| MaskNet2023.12 | 11.19 | 0.99 | |
| EDCN2023.12 | 6.56 | 0.8 | |
| DNN2023.12 | 5.77 | 0.89 | |
| EulerNet2023.12 | 4.5 | 1.54 | |
| AFN+DNN integration=true2023.12 | 3.53 | 0.84 | |
| xDeepFM2023.12 | 3.52 | 0.75 | |
| DCN2023.12 | 3.31 | 0.73 | |
| Wide & Deep2023.12 | 3.25 | 0.8 | |
| CL4CTR2023.12 | 3.09 | 0.86 | |
| DeepFM2023.12 | 3.04 | 0.76 | |
| DCNv22023.12 | 2.83 | 0.79 | |
| IPNN2023.12 | 2.81 | 0.61 | |
| AutoInt+DNN integration=true2023.12 | 2.4 | 0.86 | |
| FinalMLP2023.12 | 1.57 | 0.46 |