CTR prediction on MovieLens 1M (test)
94.49AUCKNI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KNIhop number=12019.08 | 94.49 | 87.21 | |
| NIhop number=12019.08 | 94.01 | 86.79 | |
| PinSagehop number=12019.08 | 92.13 | 84.43 | |
| RippleNethop number=22019.08 | 92.1 | 84.4 | |
| RippleNet2019.01 | 92 | 84.2 | |
| MKR2019.01 | 91.7 | 84.3 | |
| MCRec2019.08 | 91.27 | 83.31 | |
| MKR-stitchArchitecture=cross-stitch network variant2019.01 | 90.5 | 83 | |
| Wide&Deep2019.08 | 90.3 | 82.2 | |
| Wide&Deep2019.01 | 89.8 | 82 | |
| CKE2019.08 | 89.74 | 81.71 | |
| LibFM2019.01 | 89.2 | 81.2 | |
| libFM2019.08 | 89.2 | 81.2 | |
| DKN2019.08 | 88.35 | 80.7 | |
| MKR-DCNArchitecture=DCN-based variant2019.01 | 88.3 | 80.2 | |
| CKE2019.01 | 80.1 | 74.2 | |
| PER2019.08 | 71.2 | 66.7 | |
| PER2019.01 | 71 | 66.4 | |
| DKN2019.01 | 65.5 | 58.9 |