Web Information Extraction on SWDE original (test)
97.04PrecisionVGS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VGSModel=Qwen-2.5-32B2026.03 | 97.04 | 77.87 | 80.29 | |
| VGSModel=GPT-4o2026.03 | 96.92 | 87.56 | 89.77 | |
| VGSModel=Gemini 2.5 Flash2026.03 | 96.2 | 86.58 | 88.42 | |
| VGSModel=GPT-4o-mini2026.03 | 95.69 | 81.72 | 83.49 | |
| ReflexionModel=Qwen-2.5-32B2026.03 | 95.48 | 71.82 | 71.35 | |
| ReflexionModel=Qwen-2.5-72B2026.03 | 94.95 | 73.38 | 73.85 | |
| ReflexionModel=GPT-4o2026.03 | 94.69 | 85.31 | 86.88 | |
| VGSModel=Qwen-2.5-72B2026.03 | 94.38 | 81.65 | 83.66 | |
| ReflexionModel=Gemini 2.5 Flash2026.03 | 94.31 | 84.53 | 84.4 | |
| AutoScraperModel=GPT-4o2026.03 | 94.06 | 88.44 | 87.5 | |
| AutoScraperModel=Qwen-2.5-32B2026.03 | 93.94 | 69.03 | 68.03 | |
| AutoScraperModel=Gemini 2.5 Flash2026.03 | 93.87 | 78.79 | 78.07 | |
| ReflexionModel=Qwen-2.5-7B2026.03 | 93.33 | 39.46 | 39.27 | |
| COTModel=Qwen-2.5-72B2026.03 | 92.83 | 71.91 | 70.54 | |
| COTModel=GPT-4o2026.03 | 92.81 | 77.5 | 77.5 | |
| AutoScraperModel=Qwen-2.5-72B2026.03 | 92.78 | 83.51 | 83.02 | |
| AutoScraperModel=Qwen-2.5-7B2026.03 | 92.68 | 32.81 | 32.5 | |
| COTModel=Gemini 2.5 Flash2026.03 | 92.62 | 76.82 | 75.33 | |
| COTModel=Gemma-3-4B2026.03 | 92.35 | 14.4 | 13.99 | |
| ReflexionModel=GPT-4o-mini2026.03 | 92.11 | 68.79 | 68.15 | |
| COTModel=Qwen-2.5-7B2026.03 | 91.91 | 33.91 | 33.36 | |
| AutoScraperModel=GPT-4o-mini2026.03 | 91.67 | 77.94 | 77 | |
| ReflexionModel=Gemma-3-4B2026.03 | 90.71 | 15.92 | 14.57 | |
| COTModel=Qwen-2.5-32B2026.03 | 89.65 | 69.55 | 67.91 | |
| AutoScraperModel=Gemma-3-27B2026.03 | 88.9 | 58.65 | 57.67 | |
| ReflexionModel=Gemma-3-27B2026.03 | 88.22 | 54.27 | 52.02 | |
| COTModel=GPT-4o-mini2026.03 | 88.01 | 73.21 | 69.85 | |
| COTModel=Gemma-3-27B2026.03 | 87.12 | 49.89 | 47.24 | |
| AutoScraperModel=Gemma-3-4B2026.03 | 86.75 | 24.59 | 23.56 | |
| VGSModel=Gemma-3-27B2026.03 | 77.14 | 67.07 | 68.28 | |
| VGSModel=Qwen-2.5-7B2026.03 | 71.39 | 60.16 | 61.88 | |
| VGSModel=Gemma-3-4B2026.03 | 66.62 | 57.43 | 58.86 |