Click-Through Rate Prediction on iPinYou
Metric: AUC (higher is better)
Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OPNN | 0.8174 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 2 | IPNN | 0.7914 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 3 | FCN | 0.7856 | No | FCN: Fusing Exponential and Linear Cross Network... | 2024-07-18 | Code |
| 4 | OptInter | 0.7825 | No | Memorize, Factorize, or be Naïve: Learning Optim... | 2021-08-03 | Code |
| 5 | OptInter-M | 0.78 | No | Memorize, Factorize, or be Naïve: Learning Optim... | 2021-08-03 | Code |
| 6 | PNN* | 0.7661 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 7 | FNN | 0.7619 | No | Deep Learning over Multi-field Categorical Data:... | 2016-01-11 | Code |