Image-Text-to-Text
PaddleOCR
Safetensors
English
Chinese
multilingual
paddleocr_vl
ERNIE4.5
PaddlePaddle
image-to-text
ocr
document-parse
layout
table
formula
chart
seal
spotting
conversational
custom_code
Eval Results
Instructions to use PaddlePaddle/PaddleOCR-VL-1.6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PaddleOCR
How to use PaddlePaddle/PaddleOCR-VL-1.6 with PaddleOCR:
# See https://www.paddleocr.ai/latest/version3.x/pipeline_usage/PaddleOCR-VL.html to installation from paddleocr import PaddleOCRVL pipeline = PaddleOCRVL(pipeline_version="v1.6") output = pipeline.predict("path/to/document_image.png") for res in output: res.print() res.save_to_json(save_path="output") res.save_to_markdown(save_path="output") - Notebooks
- Google Colab
- Kaggle
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: mean | |
| value: 67.43 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: text_content | |
| value: 82.71 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: text_formatting | |
| value: 54.64 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: layout | |
| value: 77.8 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: chart | |
| value: 54.24 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: table | |
| value: 67.77 | |
| date: '2026-06-01' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: paddleocr_vl_1_6_pipeline" | |