Named Entity Recognition on polyglot-NER
75.65Entity F1BERT
Evaluation results
| Method | Links | |
|---|---|---|
| BERTEvaluation Protocol=Supervised2024.11 | 75.65 | |
| Bert-baseBackbone=Bert-base2023.04 | 75.65 | |
| BERT-base2026.04 | 75.65 | |
| ProUIEParameters=4B2026.04 | 74.8 | |
| YAYI-UIEEvaluation Protocol=Supervised2024.11 | 70.85 | |
| InstructUIEBackbone=11B FlanT52023.04 | 70.15 | |
| UniversalNERParameters=7B2026.04 | 65.67 | |
| KnowCoder-XEvaluation Protocol=Supervised2024.11 | 64.47 | |
| B2NEREvaluation Protocol=Supervised2024.11 | 61.96 | |
| InstructUIEParameters=11B2026.04 | 53.31 | |
| JPT-4Bzero-shot=true2026.04 | 47.4 | |
| gliner_medium-v2.5Evaluation Protocol=Zero-shot2026.02 | 43.1 | |
| GLiNER-Lzero-shot=true2026.04 | 42.9 | |
| gliner_large-v2.5Evaluation Protocol=Zero-shot2026.02 | 42.4 | |
| gliner_small-v2.5Evaluation Protocol=Zero-shot2026.02 | 42 | |
| UniNER-7Bzero-shot=true2026.04 | 41.8 |