Numerical Information Extraction on Disaster Report Information Extraction Dataset
0.9628DeathsQwen2.5-7B-lora
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-7B-loraFine-tuning=LoRA2025.12 | 0.9628 | 0.9362 | 0.8869 | |
| BeiChuan2-7B-loraFine-tuning=LoRA2025.12 | 0.9458 | 0.9367 | 0.8715 | |
| Gemma2-9B-loraFine-tuning=LoRA2025.12 | 0.9352 | 0.9145 | 0.8136 | |
| ChatGLM-6B-loraFine-tuning=LoRA2025.12 | 0.9216 | 0.8842 | 0.8628 | |
| LLaMA3-8B-CH-loraFine-tuning=LoRA2025.12 | 0.9128 | 0.8673 | 0.8315 | |
| Qwen2.5-7B-instructTraining Type=Instruct2025.12 | 0.7018 | 0.6595 | 0.8542 | |
| LLaMA3-8B-CH-chatTraining Type=Chat2025.12 | 0.6235 | 0.5567 | 0.1152 |