image imagewidth (px) 420 618 | raw_queries listlengths 1 1 | broad_topical_query stringclasses 3
values | broad_topical_explanation stringclasses 3
values | specific_detail_query stringclasses 3
values | specific_detail_explanation stringclasses 3
values | visual_element_query stringclasses 3
values | visual_element_explanation stringclasses 3
values | parsed_into_json bool 1
class | markdown stringclasses 3
values | surya_blocks stringclasses 3
values | inference_info stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
[
"{\n \"broad_topical_query\": \"UFO FlyBys in Middle Tennessee\",\n \"broad_topical_explanation\": \"This query targets the main subject of the document, which is the reported UFO sightings in Middle Tennessee.\",\n \"specific_detail_query\": \"David Copperfield special\",\n \"specific_detail_explanation\": \"T... | UFO FlyBys in Middle Tennessee | This query targets the main subject of the document, which is the reported UFO sightings in Middle Tennessee. | David Copperfield special | This query focuses on a specific detail mentioned in the document, which is the David Copperfield special that the author and her husband were watching. | Image of a man and woman | This query references the visual element in the document, which is the image of a man and woman sitting on the porch. | true | 0: PageHeader
1: SectionHeader
2: SectionHeader
3: Text
4: Text
5: Text
6: Text
7: Text
8: Text
9: Text
10: Picture
11: Caption
12: Text
13: Text
14: Text
15: Text
16: Text
17: Text
18: Text
19: PageFooter | [{"bboxes": [{"polygon": [[19.158, 65.455], [29.664, 65.455], [29.664, 343.387], [19.158, 343.387]], "confidence": 0.8254018008559274, "label": "PageHeader", "raw_label": "Page-Header", "position": 0, "count": 50, "bbox": [19.158, 65.455, 29.664, 343.387]}, {"polygon": [[126.69, 63.441], [461.646, 63.441], [461.646, 19... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "layout", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:32:34.262895+00:00", "script": "surya-ocr.py"}] | |
[
"{\n \"broad_topical_query\": \"Snake with legs and feet reported in Africa\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is the report of a snake with legs and feet found in Africa.\",\n \"specific_detail_query\": \"Snake with legs and feet reported in Afric... | Snake with legs and feet reported in Africa | This query focuses on the main subject of the document, which is the report of a snake with legs and feet found in Africa. | Snake with legs and feet reported in Africa, 1899 | This query is more specific, focusing on the date and location mentioned in the document. | Document page with text | This query refers to the visual element of the document page, which includes the text content and layout. | true | 0: SectionHeader
1: Text
2: Text
3: Text
4: Text
5: SectionHeader
6: Text
7: Text
8: PageFooter | [{"bboxes": [{"polygon": [[144.06, 34.568000000000005], [280.14000000000004, 34.568000000000005], [280.14000000000004, 50.064], [144.06, 50.064]], "confidence": 0.8009639232687846, "label": "SectionHeader", "raw_label": "Section-Header", "position": 0, "count": 20, "bbox": [144.06, 34.568000000000005, 280.1400000000000... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "layout", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:32:34.262895+00:00", "script": "surya-ocr.py"}] | |
[
"{\n \"broad_topical_query\": \"Document about Mount Clemens, Michigan\",\n \"broad_topical_explanation\": \"This query is effective because it covers the main subject of the document, which is the investigation of a UFO sighting in Mount Clemens, Michigan.\",\n \"specific_detail_query\": \"Document mentioning D... | Document about Mount Clemens, Michigan | This query is effective because it covers the main subject of the document, which is the investigation of a UFO sighting in Mount Clemens, Michigan. | Document mentioning Dr. Hynek and the OVNI | This query is effective because it focuses on a specific detail from the document, which is the involvement of Dr. Hynek in the investigation of the OVNI. | Document with a picture of Paris 67a | This query is effective because it references a visual element in the document, which is the picture of Paris 67a, and can help in retrieving the document. | true | 0: Picture
1: Caption
2: Text
3: Text
4: Text
5: Text
6: Text
7: Picture
8: Picture
9: Text
10: Text
11: Caption | [{"bboxes": [{"polygon": [[34.574999999999996, 33.11], [154.435, 33.11], [154.435, 213.70999999999998], [34.574999999999996, 213.70999999999998]], "confidence": 0.789122382335235, "label": "Picture", "raw_label": "Image", "position": 0, "count": 110, "bbox": [34.574999999999996, 33.11, 154.435, 213.70999999999998]}, {"... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "layout", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:32:34.262895+00:00", "script": "surya-ocr.py"}] |
Surya OCR 2 (layout) on davanstrien/ufo-ColPali
Layout analysis (labelled regions + reading order) over images in
davanstrien/ufo-ColPali using
Surya OCR 2 (650M, Qwen3.5-based) by Datalab, via the
surya-ocr package, run as offline vLLM batch
inference on Hugging Face Jobs.
Processing Details
- Source Dataset: davanstrien/ufo-ColPali
- Model: datalab-to/surya-ocr-2
- Task:
layout - Input column:
image(image) - Text column:
markdown(flattened, reading-order text per row) - Structured column:
surya_blocks(JSON: per-page blocks with bbox / polygon / label / reading_order / confidence / html) - Split:
train - Samples: 3
- Processed OK: 3 / 3
- Processing time: 3.3 min
- Date: 2026-06-22 13:32 UTC
License note
Surya's code is Apache-2.0, but the model weights use a modified OpenRAIL-M license: free for research, personal use, and startups under $5M funding/revenue, restricted from competitive use against Datalab's API. See the model card.
Dataset Structure
Original columns plus:
markdown: flattened text (OCR), label outline (layout), or table HTML (table)surya_blocks: structured result as a JSON string (one entry per page)inference_info: JSON list tracking models applied to this dataset
Generated with UV Scripts.
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