CTR Prediction on Malware
0.7413AUCSerMaskNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SerMaskNetfeature embedding size=10, number of MaskBlocks=32021.02 | 0.7413 | 11.4 | |
| ParaMaskNetfeature embedding size=10, number of MaskBlocks=32021.02 | 0.741 | 11.27 | |
| ContextNet-SFFN2021.07 | 0.7408 | 11.17 | |
| ContextNet-PFFN2021.07 | 0.7399 | 10.76 | |
| xDeepFMfeature embedding size=102021.02 | 0.731 | 6.65 | |
| xDeepFM2021.07 | 0.731 | 6.65 | |
| DCNfeature embedding size=102021.02 | 0.73 | 6.19 | |
| DCN2021.07 | 0.73 | 6.19 | |
| DeepFMfeature embedding size=102021.02 | 0.7293 | 5.86 | |
| DeepFM2021.07 | 0.7293 | 5.86 | |
| AutoIntfeature embedding size=102021.02 | 0.7282 | 5.36 | |
| AutoInt2021.07 | 0.7282 | 5.36 | |
| Transformer2021.07 | 0.7267 | 4.66 | |
| DNNfeature embedding size=102021.02 | 0.7246 | 3.7 | |
| DNN2021.07 | 0.7246 | 3.7 | |
| FMfeature embedding size=102021.02 | 0.7166 | 0 | |
| FM2021.07 | 0.7166 | 0 |