Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DeepFM | 0.8715 | No | DeepFM: A Factorization-Machine based Neural Net... | 2017-03-13 | Code |
| 2 | FNN | 0.8683 | No | Deep Learning over Multi-field Categorical Data:... | 2016-01-11 | Code |
| 3 | Wide & Deep (LR & DNN) | 0.8673 | No | Wide & Deep Learning for Recommender Systems | 2016-06-24 | Code |
| 4 | PNN* | 0.8672 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 5 | IPNN | 0.8664 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 6 | Wide & Deep (FM & DNN) | 0.8661 | No | Wide & Deep Learning for Recommender Systems | 2016-06-24 | Code |
| 7 | OPNN | 0.8658 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 8 | DeepMCP | 0.7674 | No | Representation Learning-Assisted Click-Through R... | 2019-06-11 | Code |