CTR Prediction on Taobao 1.68% compression
71.66AUCFull Data
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full DataTarget Architecture=DCNv22026.03 | 71.66 | 0.1747 | |
| Full DataTarget Architecture=WuKong2026.03 | 71.65 | 0.1766 | |
| Full DataTarget Architecture=DCN2026.03 | 71.46 | 0.175 | |
| DIETTarget Architecture=WuKong2026.03 | 71.42 | 0.1793 | |
| DIETTarget Architecture=DCNv22026.03 | 71.26 | 0.1755 | |
| DIETTarget Architecture=DCN2026.03 | 71.19 | 0.1754 | |
| Full DataTarget Architecture=FinalNet2026.03 | 71.13 | 0.1755 | |
| Warmup StartTarget Architecture=WuKong2026.03 | 71.13 | 0.1783 | |
| K-Means ClusteringTarget Architecture=WuKong2026.03 | 71.09 | 0.1816 | |
| DIETTarget Architecture=FinalMLP2026.03 | 71.01 | 0.1759 | |
| DIETTarget Architecture=FinalNet2026.03 | 71 | 0.1757 | |
| EL2N SelectionTarget Architecture=FinalMLP2026.03 | 70.82 | 0.176 | |
| EL2N SelectionTarget Architecture=WuKong2026.03 | 70.78 | 0.1805 | |
| Full DataTarget Architecture=FinalMLP2026.03 | 70.7 | 0.1766 | |
| Random SelectionTarget Architecture=FinalMLP2026.03 | 70.64 | 0.1762 | |
| EL2N SelectionTarget Architecture=FinalNet2026.03 | 70.61 | 0.1762 | |
| Random SelectionTarget Architecture=FinalNet2026.03 | 70.6 | 0.1761 | |
| Random SelectionTarget Architecture=WuKong2026.03 | 70.6 | 0.1823 | |
| K-Means ClusteringTarget Architecture=FinalMLP2026.03 | 70.33 | 0.1766 | |
| Warmup StartTarget Architecture=FinalMLP2026.03 | 70.21 | 0.1767 | |
| K-Means ClusteringTarget Architecture=DCNv22026.03 | 70.05 | 0.1769 | |
| EL2N SelectionTarget Architecture=DCNv22026.03 | 70 | 0.1769 | |
| K-Means ClusteringTarget Architecture=DCN2026.03 | 69.97 | 0.1772 | |
| Random SelectionTarget Architecture=DCNv22026.03 | 69.95 | 0.177 | |
| Random SelectionTarget Architecture=DCN2026.03 | 69.85 | 0.1771 | |
| K-Means ClusteringTarget Architecture=FinalNet2026.03 | 69.78 | 0.1778 | |
| EL2N SelectionTarget Architecture=DCN2026.03 | 69.77 | 0.1771 | |
| Warmup StartTarget Architecture=FinalNet2026.03 | 69.72 | 0.1775 | |
| Warmup StartTarget Architecture=DCNv22026.03 | 69.41 | 0.1774 | |
| Warmup StartTarget Architecture=DCN2026.03 | 69.39 | 0.1776 | |
| Cold StartTarget Architecture=WuKong2026.03 | 69.17 | 0.1787 | |
| Cold StartTarget Architecture=FinalMLP2026.03 | 68.62 | 0.1787 | |
| Cold StartTarget Architecture=DCNv22026.03 | 68.27 | 0.1786 | |
| Cold StartTarget Architecture=DCN2026.03 | 68.25 | 0.1786 | |
| Cold StartTarget Architecture=FinalNet2026.03 | 67.54 | 0.1791 |