| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TACRED (test) | UNIST_LARGE | F1 Score75.5 | 194 | 1mo ago | |
| DocRED (test) | SSAN_Biaffine | F1 Score65.92 | 121 | 1mo ago | |
| DocRED (dev) | SSAN_Biaffine | F1 Score65.69 | 98 | 1mo ago | |
| TACRED | RAG4RE | Micro F186.6 | 97 | 1mo ago | |
| CDR (test) | SAIS | F1 Score79 | 92 | 1mo ago | |
| NYT (test) | DIRECT | F1 Score92.5 | 85 | 1mo ago | |
| ACE05 (test) | PL-Marker | F1 Score73 | 72 | 1mo ago | |
| DocRED v1 (test) | Ours-KD-Rb-l | F167.28 | 66 | 1mo ago | |
| DocRED v1 (dev) | Ours-KD-Rb-l | F1 Score67.12 | 65 | 1mo ago | |
| GDA (test) | SAIS | F1 Score87.1 | 65 | 1mo ago | |
| SemEval | SP | Micro-F191.9 | 63 | 1mo ago | |
| Wiki-KBP (test) | DUAL | F1 Score47.49 | 59 | 1mo ago | |
| Re-DocRED (test) | TTM-RE | Ignored F183.11 | 56 | 1mo ago | |
| SemEval (test) | RELA | Micro F190.4 | 55 | 1mo ago | |
| CONLL04 | USM | Relation Strict F178.84 | 52 | 15d ago | |
| Wiki80 | CP | Accuracy0.922 | 51 | 1mo ago | |
| SciERC | HGNet | Relation Strict F153.19 | 48 | 4d ago | |
| DocRED official (test) | DREEAM (student) | RE67.53 | 45 | 1mo ago | |
| ChemProt | RoBERTa-large | Micro F184.62 | 40 | 1mo ago | |
| CoNLL 04 | YAYI-UIE | F179.73 | 39 | 4d ago | |
| DocRED official (dev) | DREEAM (student) | F1 Score67.41 | 38 | 1mo ago | |
| TACRED v1.0 (test) | RoBERTa_LARGE + typed entity marker (punct) | F1 Score91.1 | 37 | 1mo ago | |
| DocRED human-annotated (test) | FineCL | Micro F159.5 | 36 | 1mo ago | |
| Re-TACRED | Ours (mix-OBO) | Micro F165.15 | 35 | 1mo ago | |
| TACRED-Revisit | RetrievalRE | Micro F137.26 | 35 | 1mo ago |
