CVR Prediction on Industrial dataset
1.74AUCSIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIFParams (M)=128, TFLOPs=0.932026.04 | 1.74 | 1.61 | |
| HyFormerParams (M)=120, TFLOPs=0.872026.04 | 0.97 | 0.88 | |
| OneTransParams (M)=115, TFLOPs=0.822026.04 | 0.91 | 0.83 | |
| DCNv2 + DINFeature Interaction=DCNv2 [19], Sequence Modeling=DIN [28], Params (M)=48, TFLOPs=0.312026.04 | 0.8103 | 0.7891 | |
| RankMixer + LONGERFeature Interaction=RankMixer [29], Sequence Modeling=LONGER [2], Params (M)=53, TFLOPs=0.402026.04 | 0.68 | 0.63 | |
| RankMixer + SIMFeature Interaction=RankMixer [29], Sequence Modeling=SIM [14], Params (M)=51, TFLOPs=0.352026.04 | 0.58 | 0.54 | |
| Wukong + LONGERFeature Interaction=Wukong [23], Sequence Modeling=LONGER [2], Params (M)=62, TFLOPs=0.422026.04 | 0.44 | 0.41 | |
| Wukong + SIMFeature Interaction=Wukong [23], Sequence Modeling=SIM [14], Params (M)=56, TFLOPs=0.382026.04 | 0.35 | 0.33 |