| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Yelp | RQ-Kmeans | CUR28.93 | 2 | 1mo ago | |
| TKY | Pro-GEO | CUR5.59 | 2 | 1mo ago | |
| NYC | Pro-GEO | CUR5.25 | 2 | 1mo ago | |
| Meituan Online Traffic (L ≥ 500, heavy users) | SIF | ΔCTR3.12 | 1 | 1mo ago | |
| Meituan Online Traffic 100 ≤ L < 500 | SIF | Uplift CTR2.07 | 1 | 1mo ago | |
| Meituan Online Traffic 10 ≤ L < 100 | SIF | ΔCTR1.18 | 1 | 1mo ago | |
| Meituan Online Traffic L < 10, cold users | SIF | ΔCTR0.53 | 1 | 1mo ago | |
| Meituan Online Traffic Overall (5% traffic holdout) | SIF | Uplift CTR2.03 | 1 | 1mo ago |
