Paper | Code | AUC | ModelName | ReleaseDate |
---|---|---|---|---|
FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate Prediction | ✓ Link | 0.8557 | FCN | 2024-07-18 |
Deep Interaction Machine: A Simple but Effective Model for High-order Feature Interactions | ✓ Link | 0.8537 | DeepIM | 2020-01-01 |
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems | ✓ Link | 0.8535 | xDeepFM | 2018-03-14 |
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks | ✓ Link | 0.8534 | AutoInt+ | 2018-10-29 |
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems | ✓ Link | 0.8531 | DCNv2 | 2020-08-19 |
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction | ✓ Link | 0.8531 | DeepFM | 2017-03-13 |