Metric: Log Loss (lower is better)
| # | Model↕ | Log Loss▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | xDeepFM | 0.2649 | No | xDeepFM: Combining Explicit and Implicit Feature... | 2018-03-14 | Code |
| 2 | Wide & Deep | 0.2668 | No | Wide & Deep Learning for Recommender Systems | 2016-06-24 | Code |
| 3 | DeepFM | 0.2671 | No | DeepFM: A Factorization-Machine based Neural Net... | 2017-03-13 | Code |
| 4 | PNN | 0.2775 | No | Product-based Neural Networks for User Response ... | 2016-11-01 | Code |
| 5 | DNN | 0.3382 | No | xDeepFM: Combining Explicit and Implicit Feature... | 2018-03-14 | Code |