| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NYT (test) | CGT | Precision94.7 | 64 | 1mo ago | |
| WebNLG (test) | CGT (w/o contrastive) | Precision94.6 | 52 | 1mo ago | |
| CONLL04 | multi-head EC | Entity F193.26 | 33 | 1mo ago | |
| ADE | TANL | Entity F1 Score0.912 | 26 | 1mo ago | |
| ACE 2005 | DEEPSTRUCT | Entity F190.2 | 15 | 1mo ago | |
| NYT | DEEPSTRUCT | Entity F195.9 | 12 | 1mo ago | |
| ACE04 | baseline + AT (vs Li et al.) | Entity F186.73 | 11 | 1mo ago | |
| NYT* last word annotation (test) | WDec | Precision94.5 | 9 | 1mo ago | |
| NYT24 (test) | WDec | Precision94.5 | 9 | 1mo ago | |
| NYT29 (test) | WDec | Precision0.846 | 9 | 1mo ago | |
| DREC | baseline + AT | Entity F182.96 | 9 | 1mo ago | |
| NYT-10 (test) | LSTM-CRF | Precision69.3 | 9 | 1mo ago | |
| WebNLG v1.0 (test) | Precision93.8 | 8 | 1mo ago | ||
| WebNLG last word annotation (test) | CasRel | Precision0.934 | 8 | 1mo ago | |
| SciERC (test) | Llama-3-8B | GFLOPs16 | 7 | 24d ago | |
| CMeIE | BiTT-Med | F1 Score50.1 | 6 | 1mo ago | |
| NYT Joint | DEEPSTRUCT | Entity F195.9 | 5 | 1mo ago | |
| WebNLG whole span annotation (test) | TPLinker | Precision91.9 | 5 | 1mo ago | |
| NYT whole span annotation (test) | TPLinker | Precision91.4 | 5 | 1mo ago |
