Named Entity Recognition on MTSamples
91.5PrecisionBioClinicalBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioClinicalBERTBackbone=supervised learning2025.11 | 91.5 | 88.7 | 90.1 | |
| OEMABackbone=gemini-2.5-flash2025.11 | 83.1 | 92.2 | 87.4 | |
| BioClinicalBERTBackbone=supervised learning2025.11 | 78.5 | 78.5 | 78.5 | |
| OEMABackbone=gpt-3.5-turbo2025.11 | 78.4 | 85.9 | 82 | |
| CRFBackbone=supervised learning2025.11 | 66.2 | 88.7 | 75.8 | |
| OEMABackbone=gemini-2.5-flash2025.11 | 61.5 | 68.2 | 64.7 | |
| IILLMBackbone=gemini-2.5-flash2025.11 | 60.1 | 66.9 | 63.3 | |
| SILLMBackbone=gemini-2.5-flash2025.11 | 57.7 | 63.3 | 60.4 | |
| VanillaBackbone=gemini-2.5-flash2025.11 | 54.3 | 62.2 | 58 | |
| CRFBackbone=supervised learning2025.11 | 51.1 | 68.1 | 58.4 | |
| OEMABackbone=gpt-3.5-turbo2025.11 | 49.4 | 54.1 | 51.6 | |
| SILLMBackbone=gpt-3.5-turbo2025.11 | 48 | 43.1 | 45.4 | |
| IILLMBackbone=gpt-3.5-turbo2025.11 | 46.7 | 40.1 | 43.2 | |
| VanillaBackbone=gpt-3.5-turbo2025.11 | 41.5 | 33.6 | 37.1 |