Named Entity Recognition on FewNERD (Specific Few-Shot Metrics)
86.7Accuracy (FewNERD 8-way)BERT-MRC+DSC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT-MRC+DSC2024.09 | 86.7 | 74.1 | |
| CascadeNEREvaluation Protocol=few-shot2024.09 | 84.5 | 75.9 | |
| ACEInput Context=document-context2024.09 | 83.3 | 70.4 | |
| XLM-RoBERTa2024.09 | 80.5 | 64.1 | |
| PromptNER2024.09 | 76.5 | 35.6 | |
| CascadeNEREvaluation Protocol=zero-shot2024.09 | 73.4 | 67 | |
| GPT-NER2024.09 | 70 | 58.4 |