CTR prediction on MovieLens 1M
0.921AUCRippleNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RippleNet2018.03 | 0.921 | 84.4 | — | |
| Wide&Deep2018.03 | 0.903 | 82.2 | — | |
| LibFM2018.03 | 0.892 | 81.2 | — | |
| AutoInt+Base model=AutoInt2018.10 | 0.8488 | — | 0.3753 | |
| xDeepFMBase model=CIN2018.10 | 0.8463 | — | 0.3808 | |
| Deep&CrossBase model=CN2018.10 | 0.8446 | — | 0.3809 | |
| DeepFMBase model=FM2018.10 | 0.8437 | — | 0.3846 | |
| Wide&DeepBase model=LR2018.10 | 0.83 | — | 0.3976 | |
| CKE2018.03 | 0.796 | 73.9 | — | |
| SHINE2018.03 | 0.778 | 73.2 | — | |
| PER2018.03 | 0.712 | 66.7 | — | |
| DKN2018.03 | 0.655 | 58.9 | — |