Multi-task Recommendation on KuaiVideo (test)
0.8031Avg AUCLattice Network
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lattice NetworkTuning=Lattice Sketch, MFLOPs=1.575, MParams=39.172025.12 | 0.8031 | 0.1584 | |
| Lattice NetworkTuning=Expert Tuned, MFLOPs=25.54, MParams=43.082025.12 | 0.8024 | 0.158 | |
| WukongMFLOPs=22.62, MParams=42.592025.12 | 0.8014 | 0.1603 | |
| DCNv2MFLOPs=9.159, MParams=40.442025.12 | 0.7995 | 0.1586 | |
| AutoInt+MFLOPs=79.27, MParams=41.752025.12 | 0.7929 | 0.1617 | |
| xDeepFMMFLOPs=6.81, MParams=51.62025.12 | 0.7866 | 0.1626 | |
| BSTMFLOPs=326.1, MParams=40.632025.12 | 0.7863 | 0.1581 | |
| FinalMLPMFLOPs=12.22, MParams=571.42025.12 | 0.7809 | 0.1645 | |
| AFN+MFLOPs=10.96, MParams=79.62025.12 | 0.778 | 0.1604 | |
| APG (DeepFM)MFLOPs=11.74, MParams=52.42025.12 | 0.7682 | 0.172 | |
| MaskNetMFLOPs=4.299, MParams=39.632025.12 | 0.7625 | 0.1627 | |
| DLRMMFLOPs=1.996, MParams=39.242025.12 | 0.7188 | 0.171 |