| RelBench rel-avito user-visits | RelGT | AUC66.8 | | 36 | 12d ago |
| RelBench rel-stack user-badge | RelGNN | AUC89 | | 27 | 12d ago |
| RELBENCH rel-amazon item-churn (test) | Rel-LLM | AUROC83.37 | | 23 | 3mo ago |
| RELBENCH rel-avito user-clicks (test) | ICL + MLP | AUROC71.31 | | 22 | 12d ago |
| CoNLL04 (test) | BiLSTM-CRF with deep biaffine attention | F1 Score93.8 | | 21 | 3mo ago |
| RELBENCH rel-f1 driver-top3 (test) | Gemma | AUROC91.4 | | 19 | 12d ago |
| RELBENCH rel-f1 driver-dnf (test) | RT | AUROC0.812 | | 19 | 12d ago |
| RELBENCH rel-avito user-visits (test) | Rel-LLM | AUROC0.6701 | | 19 | 12d ago |
| RELBENCH rel-stack user-badge (test) | GelGT | AUROC0.9 | | 18 | 15d ago |
| 4DBInfer (test) | XGBoost | Churn Rate (AB)50 | | 12 | 22d ago |
| RelBench rel-avito user-clicks | RDBLearn | AUC69.04 | | 12 | 12d ago |
| FB15k-237 (test) | BLP-SimplE | Accuracy85.8 | | 12 | 3mo ago |
| WN18RR (test) | BLP-DistMult | Accuracy99.5 | | 12 | 3mo ago |
| RelBench V1 | | DNF Score82.41 | | 11 | 19d ago |
| hm-user-churn | Rel-MOSS (w/o Rel-Syn) | B-Acc59.56 | | 11 | 2mo ago |
| trial-study-outcome | Rel-MOSS (w/o Rel-Gate) | B-Acc62.73 | | 11 | 2mo ago |
| amazon-item-churn | Rel-MOSS | Balanced Accuracy71.08 | | 11 | 2mo ago |
| amazon-user-churn | Rel-MOSS (w/o Rel-Syn) | B-Acc0.6455 | | 11 | 2mo ago |
| stack-user-badge | Rel-MOSS | B-Acc79.34 | | 11 | 2mo ago |
| stack-user-engagement | Rel-MOSS | B-Acc81.12 | | 11 | 2mo ago |
| event-user-ignore | Rel-MOSS | B-Acc74.6 | | 11 | 2mo ago |
| event-user-repeat | Rel-MOSS | B-Acc74.11 | | 11 | 2mo ago |
| avito-user-visits | Rel-MOSS | B-Acc62.98 | | 11 | 2mo ago |
| avito-user-clicks | Rel-MOSS | B-Acc62.21 | | 11 | 2mo ago |
| f1-driver-dnf | Rel-MOSS (w/o Rel-Gate) | B-Acc66.23 | | 11 | 2mo ago |
