CTR Prediction on Dianping
0.8639AUCxDeepFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| xDeepFMDepth (cross layers, DNN layers)=3,32018.03 | 0.8639 | 0.3156 | |
| DeepFMDepth (cross layers, DNN layers)=-,22018.03 | 0.8481 | 0.3333 | |
| PNNDepth (cross layers, DNN layers)=-,32018.03 | 0.8445 | 0.3424 | |
| DCNDepth (cross layers, DNN layers)=4,32018.03 | 0.8391 | 0.3379 | |
| Wide&DeepDepth (cross layers, DNN layers)=-,22018.03 | 0.8361 | 0.3364 | |
| DNNDepth (cross layers, DNN layers)=-,32018.03 | 0.8318 | 0.3382 | |
| FMDepth (cross layers, DNN layers)=-,-2018.03 | 0.8165 | 0.3558 | |
| LRDepth (cross layers, DNN layers)=-,-2018.03 | 0.8018 | 0.3608 |