Geographic Information Extraction on Disaster Report Information Extraction Dataset
0.9528Province AccuracyBeiChuan2-7B-lora
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BeiChuan2-7B-loraFine-tuning=LoRA2025.12 | 0.9528 | 0.8269 | |
| Qwen2.5-7B-loraFine-tuning=LoRA2025.12 | 0.9443 | 0.8458 | |
| Gemma2-9B-loraFine-tuning=LoRA2025.12 | 0.9218 | 0.6742 | |
| ChatGLM-6B-loraFine-tuning=LoRA2025.12 | 0.9115 | 0.8065 | |
| LLaMA3-8B-CH-loraFine-tuning=LoRA2025.12 | 0.8992 | 0.7284 | |
| Qwen2.5-7B-instructTraining Type=Instruct2025.12 | 0.8631 | 0.6687 | |
| LLaMA3-8B-CH-chatTraining Type=Chat2025.12 | 0.6728 | 0.4041 |