CTR Prediction on Avito (test)
0.8395AUCDSTN-I
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSTN-I2019.06 | 0.8395 | 0.0545 | |
| DSTN-S2019.06 | 0.8382 | 0.0546 | |
| DSTN-P2019.06 | 0.831 | 0.0561 | |
| DeepMCPComponents=Pred+Match+Corr2019.06 | 0.7927 | 0.0552 | |
| DeepMPComponents=Pred+Match2019.06 | 0.7917 | 0.0553 | |
| DeepCPComponents=Pred+Corr2019.06 | 0.7844 | 0.0555 | |
| GRU2019.06 | 0.7835 | 0.0555 | |
| DeepFM2019.06 | 0.7819 | 0.0561 | |
| DeepFM2019.06 | 0.7819 | 0.0561 | |
| Wide&Deep2019.06 | 0.7817 | 0.056 | |
| PNN2019.06 | 0.7817 | 0.0563 | |
| Wide&Deep2019.06 | 0.7817 | 0.056 | |
| DNN2019.06 | 0.7816 | 0.0566 | |
| DNNComponents=Pred2019.06 | 0.7816 | 0.0566 | |
| FM2019.06 | 0.7802 | 0.0609 | |
| FM2019.06 | 0.7802 | 0.0609 | |
| CRF2019.06 | 0.7722 | 0.0599 | |
| LR2019.06 | 0.7556 | 0.0592 | |
| LR2019.06 | 0.7556 | 0.0592 |