| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Avazu (test) | OptInter | AUC0.8062 | 207 | 9d ago | |
| Industrial | HeteGenCTR | AUC79.74 | 120 | 8d ago | |
| AutoML | DAESgate | AUC83.47 | 90 | 3mo ago | |
| Avazu | FCN_sp | Logloss0.3693 | 60 | 8d ago | |
| Criteo (val) | Sequential Attention++ | Validation Loss0.4515 | 60 | 3mo ago | |
| Criteo (test) | OptEmbed | AUC0.8114 | 57 | 26d ago | |
| KKBox | QNN-α | AUC85.76 | 48 | 3mo ago | |
| ML 1M | QNN-α | AUC0.9087 | 46 | 3mo ago | |
| Criteo | PDQUBO_hybrid | AUC77.197 | 44 | 1d ago | |
| KDD12 | HeteGenCTR | AUC0.8127 | 39 | 8d ago | |
| iPinYou | QNN-α | Logloss0.0055 | 37 | 3mo ago | |
| KDD 12 (test) | OptEmbed | AUC80.28 | 33 | 3mo ago | |
| ICM 500 | LPFS | AUC85.473 | 30 | 1mo ago | |
| ICM 150 | PDQUBO_hybrid | AUC85.567 | 30 | 1mo ago | |
| iFly-AD standard (test) | FairFS | AUC0.8862 | 24 | 3mo ago | |
| Criteo standard (test) | MvFS | AUC0.812 | 24 | 3mo ago | |
| Tenrec | QNN-α | Logloss0.4349 | 18 | 3mo ago | |
| iPinYou (test) | OPNN | AUC81.74 | 18 | 3mo ago | |
| InHouse | HSTU | Params0.15 | 17 | 1mo ago | |
| KuaiVideo | MTGR | Params0.12 | 17 | 1mo ago | |
| TaobaoAds | MTGR | Parameters (M)0.13 | 17 | 1mo ago | |
| Amazon | MTGR | Parameters0.11 | 17 | 1mo ago | |
| Agentic AI Message Dataset (test) | efficiencyTech | Coefficient0.0654 | 16 | 1d ago | |
| IAAC | DIFM | AUC66.42 | 14 | 3mo ago | |
| Amazon | WDL | AUC69.43 | 14 | 3mo ago |
