CTR Prediction on Average (Criteo, Avazu, KDD12, Industrial)
3.23Δ AUCUTTSI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UTTSIBackbone=OptFu2026.05 | 3.23 | -0.0142 | |
| UTTSIBackbone=HSTU2026.05 | 3.04 | -0.0137 | |
| OptFu2026.05 | 2.66 | -0.0116 | |
| UTTSIBackbone=PLE2026.05 | 2.57 | -0.0115 | |
| HSTU2026.05 | 2.39 | -0.0099 | |
| PEPNet2026.05 | 2.27 | -0.0092 | |
| AutoCTR2026.05 | 2.1 | -0.0093 | |
| PLE2026.05 | 1.83 | -0.0072 | |
| MMOE2026.05 | 1.74 | -0.0067 | |
| MaskNet2026.05 | 1.25 | -0.0046 | |
| GDCN2026.05 | 1 | -0.0032 | |
| FibiNET2026.05 | 0.38 | -0.0016 | |
| DCN2026.05 | 0.11 | -0.0005 | |
| AutoInt2026.05 | 0.09 | -0.0001 | |
| FM2026.05 | -0.03 | 0.0003 | |
| Wide&Deep2026.05 | -0.09 | 0.0004 | |
| DNN2026.05 | -0.34 | 0.0011 |