CTR Prediction on Tmall 1.39% compression
76.29AUCFull Data
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full DataTarget Architecture=WuKong2026.03 | 76.29 | 0.2411 | |
| DIETTarget Architecture=WuKong2026.03 | 76.17 | 0.2436 | |
| EL2N SelectionTarget Architecture=WuKong2026.03 | 76 | 0.2479 | |
| Full DataTarget Architecture=DCNv22026.03 | 75.91 | 0.2405 | |
| Full DataTarget Architecture=FinalMLP2026.03 | 75.88 | 0.2405 | |
| Full DataTarget Architecture=FinalNet2026.03 | 75.84 | 0.2406 | |
| DIETTarget Architecture=FinalMLP2026.03 | 75.84 | 0.2406 | |
| DIETTarget Architecture=DCNv22026.03 | 75.81 | 0.241 | |
| Random SelectionTarget Architecture=WuKong2026.03 | 75.76 | 0.2408 | |
| EL2N SelectionTarget Architecture=FinalMLP2026.03 | 75.76 | 0.2407 | |
| EL2N SelectionTarget Architecture=DCNv22026.03 | 75.74 | 0.241 | |
| DIETTarget Architecture=DCN2026.03 | 75.72 | 0.2409 | |
| DIETTarget Architecture=FinalNet2026.03 | 75.72 | 0.241 | |
| Full DataTarget Architecture=DCN2026.03 | 75.71 | 0.241 | |
| Random SelectionTarget Architecture=DCNv22026.03 | 75.7 | 0.2411 | |
| EL2N SelectionTarget Architecture=FinalNet2026.03 | 75.69 | 0.2411 | |
| Cold StartTarget Architecture=WuKong2026.03 | 75.66 | 0.2431 | |
| Random SelectionTarget Architecture=FinalMLP2026.03 | 75.65 | 0.241 | |
| K-Means ClusteringTarget Architecture=FinalMLP2026.03 | 75.64 | 0.2411 | |
| Random SelectionTarget Architecture=DCN2026.03 | 75.63 | 0.241 | |
| Warmup StartTarget Architecture=FinalMLP2026.03 | 75.59 | 0.2412 | |
| EL2N SelectionTarget Architecture=DCN2026.03 | 75.59 | 0.2412 | |
| K-Means ClusteringTarget Architecture=DCNv22026.03 | 75.58 | 0.2413 | |
| Warmup StartTarget Architecture=DCNv22026.03 | 75.56 | 0.2413 | |
| K-Means ClusteringTarget Architecture=FinalNet2026.03 | 75.55 | 0.2415 | |
| Random SelectionTarget Architecture=FinalNet2026.03 | 75.53 | 0.2413 | |
| K-Means ClusteringTarget Architecture=DCN2026.03 | 75.53 | 0.2414 | |
| Warmup StartTarget Architecture=DCN2026.03 | 75.51 | 0.2415 | |
| K-Means ClusteringTarget Architecture=WuKong2026.03 | 75.5 | 0.2481 | |
| Warmup StartTarget Architecture=FinalNet2026.03 | 75.46 | 0.2417 | |
| Warmup StartTarget Architecture=WuKong2026.03 | 75.29 | 0.2435 | |
| Cold StartTarget Architecture=FinalMLP2026.03 | 75.08 | 0.2425 | |
| Cold StartTarget Architecture=DCN2026.03 | 75.02 | 0.2427 | |
| Cold StartTarget Architecture=DCNv22026.03 | 75.02 | 0.2427 | |
| Cold StartTarget Architecture=FinalNet2026.03 | 74.92 | 0.2431 |