CTR Prediction on Industrial dataset
69.96CTR AUCGateSID
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GateSID2026.03 | 69.96 | 66.02 | |
| SaviorRec2026.03 | 69.9 | 65.93 | |
| GateSIDGRCA=without2026.03 | 69.88 | 66 | |
| QARM2026.03 | 69.86 | 65.91 | |
| COINS2026.03 | 69.8 | 65.72 | |
| PCR-CA2026.03 | 69.77 | 65.7 | |
| URL4DR2026.03 | 69.77 | 65.91 | |
| GateSIDGFSA=without2026.03 | 69.74 | 65.82 | |
| SPM-SID2026.03 | 69.55 | 65.67 | |
| BaseSID=without2026.03 | 69.53 | 65.62 | |
| SIFParams (M)=128, TFLOPs=0.932026.04 | 2.03 | 1.89 | |
| HyFormerParams (M)=120, TFLOPs=0.872026.04 | 1.12 | 1.01 | |
| OneTransParams (M)=115, TFLOPs=0.822026.04 | 1.08 | 0.96 | |
| RankMixer + LONGERFeature Interaction=RankMixer [29], Sequence Modeling=LONGER [2], Params (M)=53, TFLOPs=0.402026.04 | 0.79 | 0.72 | |
| DCNv2 + DINFeature Interaction=DCNv2 [19], Sequence Modeling=DIN [28], Params (M)=48, TFLOPs=0.312026.04 | 0.7832 | 0.7614 | |
| RankMixer + SIMFeature Interaction=RankMixer [29], Sequence Modeling=SIM [14], Params (M)=51, TFLOPs=0.352026.04 | 0.67 | 0.61 | |
| Wukong + LONGERFeature Interaction=Wukong [23], Sequence Modeling=LONGER [2], Params (M)=62, TFLOPs=0.422026.04 | 0.53 | 0.49 | |
| Wukong + SIMFeature Interaction=Wukong [23], Sequence Modeling=SIM [14], Params (M)=56, TFLOPs=0.382026.04 | 0.41 | 0.38 |