Visual Information Extraction on SROIE LayoutLLM (test)
97.74ANLSQwen2-VL-7B+
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen2-VL-7B+zero-shot=true, RIDGE fine-tuned=true2025.04 | 97.74 | |
| Qwen2-VL-7Bzero-shot=true, RIDGE fine-tuned=false2025.04 | 97.5 | |
| LayoutLLMzero-shot=true, RIDGE fine-tuned=false2025.04 | 72.12 | |
| Monkeyzero-shot=true, RIDGE fine-tuned=false2025.04 | 64.95 | |
| DocOwl-1.5-Chatzero-shot=true, RIDGE fine-tuned=false2025.04 | 61.09 | |
| LLaVA-NeXT-Mistral-7Bzero-shot=true, RIDGE fine-tuned=false2025.04 | 58.59 | |
| LLaVA-NeXT-Mistral-7B+zero-shot=true, RIDGE fine-tuned=true2025.04 | 58.58 |