CTR Prediction on m4a
83.66AUCMaskNet
Evaluation results
| Method | Links | |
|---|---|---|
| MaskNetInput Features=ID+Categories, Feature Representation Approach=MuQ-token2026.02 | 83.66 | |
| MaskNetInput Features=ID+Categories+Numeric, Feature Representation Approach=MuQ-token2026.02 | 83.61 | |
| MaskNetInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 83.22 | |
| DCNv2Input Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.97 | |
| MaskNetInput Features=Base, Feature Representation Approach=MuQ2026.02 | 82.92 | |
| AFMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.8 | |
| NFMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.64 | |
| EulerNetInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.57 | |
| NFMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 82.54 | |
| WuKongInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.54 | |
| DCNInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.41 | |
| DCNv2Input Features=Base, Feature Representation Approach=MuQ2026.02 | 82.36 | |
| WuKongInput Features=Base, Feature Representation Approach=MuQ2026.02 | 82.34 | |
| xDeepFMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 82.29 | |
| xDeepFMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 82.21 | |
| DCNInput Features=Base, Feature Representation Approach=MuQ2026.02 | 82.14 | |
| FiGNNInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 81.99 | |
| DeepFMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.78 | |
| FinalMLPInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.69 | |
| WideDeepInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 81.56 | |
| WideDeepInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.53 | |
| FiGNNInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.5 | |
| AFMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.48 | |
| FinalMLPInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 81.45 | |
| EulerNetInput Features=Base, Feature Representation Approach=MuQ2026.02 | 81.35 | |
| DeepFMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 81.26 | |
| FMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 80.92 | |
| FMInput Features=ID+Categories, Feature Representation Approach=MuQ2026.02 | 80.85 | |
| EulerNetInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 80.45 | |
| DCNInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 80.39 | |
| FMInput Features=ID+Categories, Feature Representation Approach=MuQ-token2026.02 | 80.23 | |
| FMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 80.22 | |
| FFMInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 80.05 | |
| DCNv2Input Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 80.03 | |
| WideDeepInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.94 | |
| MaskNetInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.88 | |
| FinalMLPInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.88 | |
| AFMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.85 | |
| DeepFMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.79 | |
| NFMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.77 | |
| FiGNNInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.69 | |
| FMInput Features=ID+Categories, Feature Representation Approach=w/o multimodal2026.02 | 79.65 | |
| FFMInput Features=Base, Feature Representation Approach=MuQ2026.02 | 79.33 | |
| xDeepFMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.3 | |
| FFMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.25 | |
| WuKongInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 79.1 | |
| FMInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 78.83 | |
| LRInput Features=ID+Categories+Numeric, Feature Representation Approach=w/o multimodal2026.02 | 78.34 | |
| LRInput Features=Base, Feature Representation Approach=w/o multimodal2026.02 | 78.31 | |
| LRInput Features=ID+Categories, Feature Representation Approach=w/o multimodal2026.02 | 78.3 | |
| LRInput Features=Base, Feature Representation Approach=MuQ-token2026.02 | 78.26 | |
| LRInput Features=ID+Categories, Feature Representation Approach=MuQ-token2026.02 | 78.26 | |
| LRInput Features=Base, Feature Representation Approach=MuQ2026.02 | 78.25 | |
| LRInput Features=ID+Categories, Feature Representation Approach=MuQ2026.02 | 78.24 |