Parsing on CBRS dataset
92AccuracyLoRA-finetuned LLama-3.2-3B
Evaluation results
| Method | Links | |
|---|---|---|
| LoRA-finetuned LLama-3.2-3BSetting=Zero-Shot2026.04 | 92 | |
| Claude-3-haikuSetting=Few-Shot2026.04 | 90 | |
| Gemma-2-27BSetting=Few-Shot2026.04 | 90 | |
| GPT-4o-miniSetting=Few-Shot2026.04 | 90 | |
| Gemma-2-27BSetting=Zero-Shot2026.04 | 89 | |
| Gemini-2.0Setting=Few-Shot2026.04 | 88 | |
| GPT-4o-miniSetting=Zero-Shot2026.04 | 88 | |
| LLaMA-3.3-70BSetting=Few-Shot2026.04 | 88 | |
| Gemini-2.0Setting=Zero-Shot2026.04 | 87 | |
| LLaMA-3.3-70BSetting=Zero-Shot2026.04 | 87 | |
| LLaMA-3.1-8BSetting=Few-Shot2026.04 | 85 | |
| Qwen-2.5-7BSetting=Few-Shot2026.04 | 83 | |
| Mistral-7BSetting=Few-Shot2026.04 | 81 | |
| Qwen-2.5-7BSetting=Zero-Shot2026.04 | 78 | |
| LLaMA-3.1-8BSetting=Zero-Shot2026.04 | 74 | |
| LLaMA-3.2-3BSetting=Few-Shot2026.04 | 68 | |
| LLaMA-3.2-3BSetting=Zero-Shot2026.04 | 65 | |
| Claude-3-haikuSetting=Zero-Shot2026.04 | 57 | |
| Mistral-7BSetting=Zero-Shot2026.04 | 2 |