News Click-Through Rate Prediction on Bing News Sep. 01-10, 2017
68.9F1 ScoreDKN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DKNentity embeddings=true2018.01 | 68.9 | 65.9 | — | |
| KPCNNentity embeddings=true2018.01 | 67 | 64.2 | 0.098 | |
| DSSMentity embeddings=true2018.01 | 66.7 | 63.6 | 0.063 | |
| DSSMentity embeddings=false2018.01 | 66.1 | 63.2 | 0.045 | |
| DeepWideentity embeddings=true2018.01 | 66 | 63.3 | 0.039 | |
| KPCNNentity embeddings=false2018.01 | 65.8 | 63.1 | 0.036 | |
| YouTubeNetentity embeddings=true2018.01 | 65.5 | 63 | 0.025 | |
| YouTubeNetentity embeddings=false2018.01 | 65.1 | 62.1 | 0.011 | |
| DeepFMentity embeddings=false2018.01 | 64 | 61.1 | 0.007 | |
| DeepFMentity embeddings=true2018.01 | 63.8 | 61.2 | 0.014 | |
| DeepWideentity embeddings=false2018.01 | 63.7 | 61.5 | 0.004 | |
| LibFMentity embeddings=true2018.01 | 61.8 | 59.7 | — | |
| LibFMentity embeddings=false2018.01 | 61.1 | 58.9 | — | |
| DMFentity embeddings=true2018.01 | 57.2 | 55.3 | — |