CTR Prediction on KuaiRand 1.50% compression
79.65AUCFull Data
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full DataTarget Architecture=WuKong2026.03 | 79.65 | 0.3804 | |
| DIETTarget Architecture=WuKong2026.03 | 79.59 | 0.3817 | |
| DIETTarget Architecture=DCNv22026.03 | 79.33 | 0.3808 | |
| Full DataTarget Architecture=DCNv22026.03 | 79.31 | 0.3834 | |
| Random SelectionTarget Architecture=WuKong2026.03 | 79.29 | 0.3852 | |
| Warmup StartTarget Architecture=WuKong2026.03 | 79.25 | 0.3829 | |
| EL2N SelectionTarget Architecture=WuKong2026.03 | 79.25 | 0.3817 | |
| K-Means ClusteringTarget Architecture=DCNv22026.03 | 79.19 | 0.3827 | |
| K-Means ClusteringTarget Architecture=WuKong2026.03 | 79.17 | 0.3817 | |
| EL2N SelectionTarget Architecture=DCNv22026.03 | 79.11 | 0.3814 | |
| Full DataTarget Architecture=FinalNet2026.03 | 78.98 | 0.3815 | |
| Random SelectionTarget Architecture=DCNv22026.03 | 78.97 | 0.3841 | |
| DIETTarget Architecture=FinalNet2026.03 | 78.92 | 0.3841 | |
| EL2N SelectionTarget Architecture=FinalNet2026.03 | 78.89 | 0.382 | |
| Warmup StartTarget Architecture=DCNv22026.03 | 78.88 | 0.3841 | |
| Random SelectionTarget Architecture=FinalNet2026.03 | 78.82 | 0.3855 | |
| Full DataTarget Architecture=DCN2026.03 | 78.78 | 0.3837 | |
| Warmup StartTarget Architecture=FinalNet2026.03 | 78.78 | 0.3859 | |
| DIETTarget Architecture=DCN2026.03 | 78.78 | 0.3831 | |
| K-Means ClusteringTarget Architecture=FinalNet2026.03 | 78.77 | 0.3859 | |
| Full DataTarget Architecture=FinalMLP2026.03 | 78.75 | 0.3819 | |
| DIETTarget Architecture=FinalMLP2026.03 | 78.74 | 0.3835 | |
| EL2N SelectionTarget Architecture=FinalMLP2026.03 | 78.67 | 0.3846 | |
| Random SelectionTarget Architecture=FinalMLP2026.03 | 78.56 | 0.3862 | |
| EL2N SelectionTarget Architecture=DCN2026.03 | 78.54 | 0.3853 | |
| K-Means ClusteringTarget Architecture=FinalMLP2026.03 | 78.53 | 0.3837 | |
| Random SelectionTarget Architecture=DCN2026.03 | 78.48 | 0.3866 | |
| Warmup StartTarget Architecture=FinalMLP2026.03 | 78.47 | 0.3847 | |
| K-Means ClusteringTarget Architecture=DCN2026.03 | 78.46 | 0.387 | |
| Cold StartTarget Architecture=WuKong2026.03 | 78.26 | 0.3868 | |
| Warmup StartTarget Architecture=DCN2026.03 | 78.22 | 0.3869 | |
| Cold StartTarget Architecture=DCNv22026.03 | 78 | 0.3857 | |
| Cold StartTarget Architecture=FinalNet2026.03 | 77.45 | 0.3851 | |
| Cold StartTarget Architecture=DCN2026.03 | 77.01 | 0.3915 | |
| Cold StartTarget Architecture=FinalMLP2026.03 | 76.55 | 0.3878 |