Click-Through Rate Prediction on Criteo standard (test)
0.812AUCMvFS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MvFSBackbone=Wide&Deep2026.02 | 0.812 | 0.4398 | 0.8461 | |
| AdaFSBackbone=Wide&Deep2026.02 | 0.8116 | 0.4402 | 0.9744 | |
| PFIBackbone=DCN2026.02 | 0.8098 | 0.4419 | 0.9231 | |
| MvFSBackbone=DCN2026.02 | 0.8097 | 0.442 | 0.9231 | |
| FairFSBackbone=DCN2026.02 | 0.8097 | 0.442 | 0.9231 | |
| AutoFieldBackbone=DCN2026.02 | 0.8096 | 0.4432 | 0.9744 | |
| No SelectionBackbone=DCN2026.02 | 0.8095 | 0.4423 | 1 | |
| AdaFSBackbone=DCN2026.02 | 0.8095 | 0.4421 | 0.9744 | |
| FairFSBackbone=Wide&Deep2026.02 | 0.8094 | 0.4422 | 0.9231 | |
| PFIBackbone=Wide&Deep2026.02 | 0.8093 | 0.4424 | 0.9744 | |
| AutoFieldBackbone=Wide&Deep2026.02 | 0.8093 | 0.4423 | 0.9487 | |
| No SelectionBackbone=Wide&Deep2026.02 | 0.809 | 0.4425 | 1 | |
| FairFSBackbone=DeepFM2026.02 | 0.8086 | 0.4431 | 0.9231 | |
| No SelectionBackbone=DeepFM2026.02 | 0.8076 | 0.4444 | 1 | |
| MvFSBackbone=DeepFM2026.02 | 0.8076 | 0.4441 | 0.9744 | |
| AutoFieldBackbone=DeepFM2026.02 | 0.8075 | 0.4445 | 0.8974 | |
| PFIBackbone=DeepFM2026.02 | 0.8072 | 0.4445 | 0.9744 | |
| AdaFSBackbone=DeepFM2026.02 | 0.8071 | 0.4445 | 0.9744 | |
| FairFSBackbone=FM2026.02 | 0.8018 | 0.4497 | 0.9231 | |
| PFIBackbone=FM2026.02 | 0.8011 | 0.4502 | 0.9487 | |
| No SelectionBackbone=FM2026.02 | 0.801 | 0.4502 | 1 | |
| MvFSBackbone=FM2026.02 | 0.8007 | 0.4507 | 0.9487 | |
| AutoFieldBackbone=FM2026.02 | 0.8006 | 0.4507 | 0.9231 | |
| AdaFSBackbone=FM2026.02 | 0.8 | 0.451 | 0.8718 |