Named Entity Recognition on DynamicNER English Base version (test)
90.6Coarse F1 ScoreCascadeNER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CascadeNERBackbone=GPT-4o, Setting=Base-Supervised2024.09 | 90.6 | 86.4 | 77.1 | |
| CascadeNERBackbone=1.5B, Setting=Base-Supervised2024.09 | 82.7 | 78.8 | 67.6 | |
| PromptNERBackbone=GPT-4o, Setting=Base-Supervised2024.09 | 75.1 | 62.5 | 49.7 | |
| GPT-NERBackbone=GPT-4o, Setting=Base-Supervised2024.09 | 70.4 | 69.3 | 62.4 | |
| GPT-NERBackbone=1.5B, Setting=Base-Supervised2024.09 | 59.3 | 55 | 50.2 | |
| PromptNERBackbone=1.5B, Setting=Base-Supervised2024.09 | 58.5 | 49.2 | 21.6 |