Click-through rate prediction on Criteo x1 (test)
0.815AUCFinalMLP2023
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FinalMLP20232023.08 | 0.815 | — | |
| AFN+2023.08 | 0.807 | 0.445 | |
| WMLFFinternal representation dimensions=64, noise=None, Best Epoch=32023.08 | 0.804 | 0.447 | |
| WMLFFinternal representation dimensions=64, σλ=0.10, Best Epoch=32023.08 | 0.803 | 0.448 | |
| WMLFFinternal representation dimensions=64, σλ=0.25, Best Epoch=32023.08 | 0.802 | 0.448 | |
| WMLFFσλ=0.10, Best Epoch=42023.08 | 0.802 | 0.449 | |
| WMLFFnoise=None, Best Epoch=42023.08 | 0.802 | 0.449 | |
| DeepFM2023.08 | 0.801 | 0.451 | |
| WMLFFσλ=0.25, Best Epoch=52023.08 | 0.8 | 0.45 | |
| WMLFFinternal representation dimensions=64, Best Epoch=52023.08 | 0.799 | 0.451 | |
| WMLFFvariant=Original, Best Epoch=52023.08 | 0.796 | 0.454 |