| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Yelp (test) | MMA-Auto | NDCG@100.1492 | 5 | 2mo ago | |
| Amazon Baby (test) | MMA-Auto | NDCG@100.1912 | 5 | 2mo ago | |
| Industrial streaming dataset (Discovery) | Rewrite + Trained Reasoner | Recall@1 Delta (%)92.9 | 5 | 5mo ago | |
| YouTube news (Right-leaning sessions) | AUC64 | 4 | 1mo ago | ||
| YouTube news (Right-right sessions) | rLLM+YT | Entropy2.19 | 4 | 1mo ago | |
| YouTube news Right sessions | rLLM+YT | Entropy2.23 | 4 | 1mo ago | |
| YouTube news (All sessions) | Mean AUC75 | 4 | 1mo ago | ||
| Amazon Sports (test) | MMA-Auto | NDCG@1017.3 | 3 | 2mo ago | |
| Leading content platform Online A/B Test (live traffic) | GloRank | Watch Time Uplift (%)0.095 | 1 | 2mo ago |
