Named Entity Recognition on Restaurant
82.6Micro-F1InstructUIE
Evaluation results
| Method | Links | |
|---|---|---|
| InstructUIESetting=Supervised2024.03 | 82.6 | |
| KnowCoderSetting=Supervised, Model Scale=7B2024.03 | 81.3 | |
| Prior Best ZSZero-shot=true2026.04 | 69.3 | |
| GLADEnsemble=true2026.04 | 68 | |
| MACEEnsemble=true2026.04 | 67.7 | |
| DiZiNERZero-shot=true2026.04 | 67.3 | |
| MVEnsemble=true2026.04 | 66.2 | |
| DSEnsemble=true2026.04 | 62.6 | |
| GPT-5 miniZero-shot=true2026.04 | 58.5 | |
| GollIEParameters=34B2026.04 | 52.7 | |
| ProUIEParameters=4B2026.04 | 52.41 | |
| GollIEParameters=13B2026.04 | 49.8 | |
| KnowCoderParameters=7B2026.04 | 48.2 | |
| GollIEParameters=7B2026.04 | 43.4 | |
| UniversalNERParameters=7B2026.04 | 31.7 | |
| InstructUIEParameters=11B2026.04 | 20.99 |