| TACRED (test) | UNIST_LARGE | F1 Score75.5 | | 194 | 3d ago |
| DocRED (test) | SSAN_Biaffine | F1 Score65.92 | | 121 | 3d ago |
| DocRED (dev) | SSAN_Biaffine | F1 Score65.69 | | 98 | 3d ago |
| TACRED | RAG4RE | Micro F186.6 | | 97 | 3d ago |
| CDR (test) | SAIS | F1 Score79 | | 92 | 3d ago |
| NYT (test) | DIRECT | F1 Score92.5 | | 85 | 3d ago |
| ACE05 (test) | PL-Marker | F1 Score73 | | 72 | 3d ago |
| DocRED v1 (test) | Ours-KD-Rb-l | F167.28 | | 66 | 3d ago |
| DocRED v1 (dev) | Ours-KD-Rb-l | F1 Score67.12 | | 65 | 3d ago |
| GDA (test) | SAIS | F1 Score87.1 | | 65 | 3d ago |
| SemEval | SP | Micro-F191.9 | | 63 | 3d ago |
| Wiki-KBP (test) | DUAL | F1 Score47.49 | | 59 | 3d ago |
| Re-DocRED (test) | TTM-RE | Ignored F183.11 | | 56 | 3d ago |
| SemEval (test) | RELA | Micro F190.4 | | 55 | 3d ago |
| Wiki80 | CP | Accuracy0.922 | | 51 | 3d ago |
| DocRED official (test) | DREEAM (student) | RE67.53 | | 45 | 3d ago |
| CONLL04 | USM | Relation Strict F178.84 | | 43 | 2d ago |
| ChemProt | RoBERTa-large | Micro F184.62 | | 40 | 3d ago |
| DocRED official (dev) | DREEAM (student) | F1 Score67.41 | | 38 | 3d ago |
| TACRED v1.0 (test) | RoBERTa_LARGE + typed entity marker (punct) | F1 Score91.1 | | 37 | 3d ago |
| DocRED human-annotated (test) | FineCL | Micro F159.5 | | 36 | 3d ago |
| Re-TACRED | Ours (mix-OBO) | Micro F165.15 | | 35 | 3d ago |
| TACRED-Revisit | RetrievalRE | Micro F137.26 | | 35 | 3d ago |
| BioRED (test) | | F1 Score61.5 | | 32 | 3d ago |
| SciERC | InstructUIE | Relation Strict F145.15 | | 28 | 2d ago |
