| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FewNERD (test) | ProtoVerb+ | Mean Accuracy62.55 | 52 | 4d ago | |
| OntoNotes (test) | MLMET | Ma-F185.44 | 37 | 4d ago | |
| Ultra-Fine Entity Typing (test) | PL-BERT-LARGE | Precision59.3 | 30 | 4d ago | |
| Wiki-ET | Map-tuning | F1 Score79.2 | 24 | 4d ago | |
| Ultra-Fine Entity Typing (dev) | LRN w/o IR | Total Precision60.7 | 20 | 3d ago | |
| CFET (test) | MCCE-S W/O C2C | Precision59.1 | 16 | 4d ago | |
| JW44K-6K | HyperKA | MRR69.2 | 13 | 4d ago | |
| Open Entity (test) | LUKE | Precision79.9 | 12 | 4d ago | |
| OpenEntity | ERNIE | Precision80.3 | 9 | 4d ago | |
| Entity Typing nine general types (test) | KnowBert-W+W | Precision78.6 | 8 | 4d ago | |
| FIGMENT 102 types (test) | TextEnt-full | P@193.2 | 8 | 4d ago | |
| BBN (test) | Chen et al. (2020) (undefined) | Macro F179.7 | 6 | 4d ago | |
| NERD | Accuracy71.4 | 4 | 4d ago | ||
| UFET fine 130 types (test) | MLC | Precision70.4 | 4 | 4d ago | |
| UFET Open Entity coarse 9 types (test) | VANILLA CE9 | Precision82.3 | 4 | 4d ago | |
| FIGER (test) | ERNIE | Accuracy57.19 | 4 | 4d ago |
