Named Entity Recognition on MultiCoNER (Language Specific Scores)
85.9F1 Score (en)CascadeNER
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CascadeNEREvaluation Protocol=few-shot2024.09 | 85.9 | 81.1 | 79.5 | 69.1 | 85.1 | 76.9 | |
| GEMNET2024.09 | 84.3 | 85.3 | 78.7 | 89.5 | 83.2 | 85.7 | |
| PromptNER2024.09 | 79.5 | 75.6 | 76.5 | 67.6 | 70.8 | 72.4 | |
| CascadeNEREvaluation Protocol=zero-shot2024.09 | 71.9 | 71.5 | 71.2 | 63.5 | 70.3 | 69.8 | |
| GPT-NER2024.09 | 71.7 | 67.9 | 58.2 | 63.1 | 61.2 | 62.5 | |
| XLM-RoBERTa2024.09 | 58.9 | 54.8 | 55.9 | 60.6 | 62.6 | 52 |