Multi-Label Conversion Rate Prediction on Industrial Dataset Huawei Online Advertising Platform (test)
0.851Action A AUCKAML
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KAML2025.12 | 0.851 | 0.3875 | 0.8951 | 0.3983 | 0.9162 | 0.1688 | 0.8714 | 0.1164 | 0.9139 | 0.0677 | 0.9133 | 0.25 | |
| SingleTask2025.12 | 0.8498 | 0.3741 | 0.8921 | 0.4033 | 0.9102 | 0.1738 | 0.8177 | 0.1308 | 0.9038 | 0.0682 | — | — | |
| TAML2025.12 | 0.8467 | 0.3768 | 0.8935 | 0.3996 | 0.9132 | 0.1711 | 0.8297 | 0.1301 | 0.9062 | 0.0674 | 0.9116 | 0.2459 | |
| PLE2025.12 | 0.8466 | 0.3769 | 0.8928 | 0.4007 | 0.9131 | 0.1713 | 0.837 | 0.1265 | 0.9054 | 0.0678 | 0.9115 | 0.2461 | |
| MMoE2025.12 | 0.8448 | 0.3787 | 0.8921 | 0.4024 | 0.9139 | 0.1706 | 0.83 | 0.1275 | 0.9061 | 0.0675 | 0.9108 | 0.2469 | |
| SharedBottom2025.12 | 0.8446 | 0.379 | 0.8923 | 0.4018 | 0.9142 | 0.1703 | 0.8388 | 0.1254 | 0.9062 | 0.0676 | 0.9108 | 0.2469 | |
| STAR2025.12 | 0.8431 | 0.3812 | 0.89 | 0.4077 | 0.9121 | 0.1724 | 0.8325 | 0.1294 | 0.9061 | 0.0671 | 0.9095 | 0.2485 |