| CoNLL04 (test) | BiLSTM-CRF with deep biaffine attention | F1 Score93.8 | | 21 | 3d ago |
| RELBENCH rel-amazon item-churn (test) | Rel-LLM | AUROC83.37 | | 14 | 3d ago |
| FB15k-237 (test) | BLP-SimplE | Accuracy85.8 | | 12 | 3d ago |
| WN18RR (test) | BLP-DistMult | Accuracy99.5 | | 12 | 3d ago |
| BGS (test) | | Accuracy87.24 | | 9 | 3d ago |
| MUTAG (test) | AutoBLM+ | Accuracy85.88 | | 9 | 3d ago |
| AIFB (test) | AutoBLM+ | Accuracy96.66 | | 9 | 3d ago |
| RelBench rel-trial study-outcome | RDBLearn | AUC71.58 | | 8 | 3d ago |
| RelBench rel-stack user-engage | RelGT | AUC90.53 | | 8 | 3d ago |
| RelBench rel-stack user-badge | RelGT | AUC86.32 | | 8 | 3d ago |
| RelBench rel-hm user-churn | RelGT | AUC69.27 | | 8 | 3d ago |
| RelBench rel-avito user-visits | RelGT | AUC66.78 | | 8 | 3d ago |
| RelBench rel-avito user-clicks | RDBLearn | AUC69.04 | | 8 | 3d ago |
| RelBench rel-avito user-churn | RelGT | AUC0.7039 | | 8 | 3d ago |
| MedMentions Zero-shot | UDEBO | Precision19.51 | | 7 | 3d ago |
| OntoNotes Zero-shot | UDEBO | Precision31.14 | | 7 | 3d ago |
| NELL labeling rate 0.001 | PLANETOID-G/T | Accuracy61.9 | | 7 | 3d ago |
| NELL labeling rate 0.01 | PLANETOID-G/T | Accuracy75.7 | | 7 | 3d ago |
| NELL labeling rate 0.1 | PLANETOID-G/T | Accuracy84.5 | | 7 | 3d ago |
| RELBENCH rel-trial study-outcome (test) | Rel-LLM | AUROC71.04 | | 6 | 3d ago |
| RELBENCH rel-stack user-badge (test) | Rel-LLM | AUROC0.8964 | | 6 | 3d ago |
| RELBENCH rel-stack (user-engagement) (test) | Rel-LLM | AUROC0.9121 | | 6 | 3d ago |
| RELBENCH rel-hm user-churn (test) | Rel-LLM | AUROC0.7055 | | 6 | 3d ago |
| RELBENCH rel-f1 driver-top3 (test) | ICL | AUROC88.47 | | 6 | 3d ago |
| RELBENCH rel-f1 driver-dnf (test) | ICL + MLP | AUROC0.7841 | | 6 | 3d ago |
