Click-Through Rate Prediction on iFly-AD standard (test)
0.8862AUCFairFS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FairFSBackbone=Wide&Deep2026.02 | 0.8862 | 0.0407 | 77.55 | |
| AutoFieldBackbone=DCN2026.02 | 0.886 | 0.0406 | 28.57 | |
| AutoFieldBackbone=Wide&Deep2026.02 | 0.8859 | 0.0407 | 32.65 | |
| AdaFSBackbone=DCN2026.02 | 0.8859 | 0.0407 | 77.55 | |
| MvFSBackbone=FM2026.02 | 0.8858 | 0.0409 | 53.06 | |
| AdaFSBackbone=Wide&Deep2026.02 | 0.8857 | 0.0407 | 85.71 | |
| MvFSBackbone=DCN2026.02 | 0.8855 | 0.0407 | 20.41 | |
| PFIBackbone=DeepFM2026.02 | 0.8855 | 0.0407 | 73.47 | |
| FairFSBackbone=DeepFM2026.02 | 0.8855 | 0.0407 | 61.22 | |
| AdaFSBackbone=FM2026.02 | 0.8855 | 0.041 | 4.08 | |
| PFIBackbone=Wide&Deep2026.02 | 0.8854 | 0.0408 | 81.63 | |
| AutoFieldBackbone=FM2026.02 | 0.8854 | 0.0408 | 8.16 | |
| PFIBackbone=DCN2026.02 | 0.8852 | 0.0407 | 24.49 | |
| FairFSBackbone=DCN2026.02 | 0.8852 | 0.0407 | 81.63 | |
| AutoFieldBackbone=DeepFM2026.02 | 0.8851 | 0.0408 | 20.4 | |
| No SelectionBackbone=DCN2026.02 | 0.8849 | 0.0407 | 100 | |
| No SelectionBackbone=DeepFM2026.02 | 0.8849 | 0.0408 | 100 | |
| MvFSBackbone=DeepFM2026.02 | 0.8848 | 0.0408 | 97.96 | |
| MvFSBackbone=Wide&Deep2026.02 | 0.8846 | 0.0408 | 93.88 | |
| AdaFSBackbone=DeepFM2026.02 | 0.8846 | 0.0408 | 32.65 | |
| PFIBackbone=FM2026.02 | 0.8845 | 0.0408 | 77.55 | |
| FairFSBackbone=FM2026.02 | 0.8843 | 0.0408 | 69.39 | |
| No SelectionBackbone=Wide&Deep2026.02 | 0.884 | 0.0409 | 100 | |
| No SelectionBackbone=FM2026.02 | 0.882 | 0.041 | 100 |