| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIND (test) | Fastformer+PLM-NR* | AUC72.68 | 27 | 1mo ago | |
| NEWS (test) | AUC64.68 | 18 | 1mo ago | ||
| Feeds | PP-Rec | AUC72.11 | 12 | 1mo ago | |
| MSN | PP-Rec | AUC71.05 | 12 | 1mo ago | |
| Feeds (test) | HieRec | AUC66.23 | 11 | 1mo ago | |
| MIND | SEIN | AUC58.04 | 8 | 1mo ago | |
| Adressa | SEIN | AUC79.93 | 8 | 1mo ago | |
| Offline News Recommendation Dataset | Ours (RL-trained) | Recall@525.7 | 7 | 1mo ago | |
| Production news recommendation system (online) | GRPO with multi-reward signals | DAU Lift (%)0.95 | 1 | 1mo ago |
