| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Criteo | FCN_sp | AUC0.8163 | 309 | 8d ago | |
| Avazu | MemoNet-L | AUC79.87 | 171 | 8d ago | |
| Criteo (test) | GDCN-S | AUC0.8158 | 147 | 9d ago | |
| Frappe | TF4CTR | AUC0.9872 | 83 | 3mo ago | |
| MovieLens | STEC | AUC97.15 | 55 | 3mo ago | |
| m4a | MaskNet | AUC83.66 | 54 | 1mo ago | |
| KDD 12 | UTTSI | AUC0.8169 | 46 | 8d ago | |
| Book-Crossing (test) | KNI | AUC92.38 | 46 | 3mo ago | |
| Outbrain Small | RDBPFN | ROC-AUC0.529 | 45 | 3mo ago | |
| Diginetica | RDBPFN_single_table | ROC-AUC66.04 | 45 | 3mo ago | |
| TaobaoAds | AUC0.6672 | 41 | 5d ago | ||
| Frappe (test) | CETN | AUC0.9857 | 38 | 3mo ago | |
| Taobao 1.68% compression | AUC71.66 | 35 | 2mo ago | ||
| Tmall 1.39% compression | AUC76.29 | 35 | 2mo ago | ||
| KuaiRand 1.50% compression | AUC79.65 | 35 | 2mo ago | ||
| Industrial | Wukong | AUC83.34 | 33 | 8d ago | |
| KuaiVideo | GAUC0.6942 | 27 | 1mo ago | ||
| Amazon | AUC0.8858 | 26 | 16d ago | ||
| KuaiVideo BARS-tuned (test) | KD + LoopFM | AUC72.8 | 24 | 5d ago | |
| 4-Market (Overall) | FedMM | AUC (CA)86.8 | 22 | 21d ago | |
| 3-Market (Overall) | FedMM | CTR (ES Market)87.55 | 22 | 21d ago | |
| 2-Market (Overall) | FedMM | CTR (UK)79.34 | 22 | 21d ago | |
| MovieLens (test) | CETN | Logloss0.1857 | 21 | 3mo ago | |
| Amazon-Review Automotive (test) | RQ-GMM | AUC0.654 | 20 | 3mo ago | |
| Amazon-Review Beauty (test) | RQ-GMM | AUC0.634 | 20 | 3mo ago |
