Key Information Extraction on CORD v1 (test)
97.3ANLSPIP-Qwen2-VL-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PIP-Qwen2-VL-7BModel Type=PIP (Ours), Base Model=Qwen2-VL-7B2026.01 | 97.3 | 0.028 | |
| PIP-InternVL2-8BModel Type=PIP (Ours), Base Model=InternVL2-8B2026.01 | 93.1 | 0.022 | |
| Qwen2-VL-7BModel Type=MLLM, OCR-free=true2026.01 | 91.2 | 0.288 | |
| InternVL2-8BModel Type=MLLM, OCR-free=true2026.01 | 88.2 | 0.314 | |
| LayTextLLM-7BModel Type=LLM, OCR-based=true2026.01 | 82.5 | 0.339 | |
| LayoutLLM-7BModel Type=LLM, OCR-based=true2026.01 | 72.1 | — | |
| Vicuna-1.5-7BModel Type=LLM, OCR-based=true2026.01 | 68.2 | 0.249 | |
| Llama2-7BModel Type=LLM, OCR-based=true2026.01 | 15.9 | 0.237 | |
| LLaVA-1.5-7BModel Type=MLLM, OCR-free=true2026.01 | 3.8 | 0.207 | |
| LLaVAR-7BModel Type=MLLM, OCR-free=true2026.01 | 2.4 | 0.218 |