image imagewidth (px) 420 635 | raw_queries listlengths 1 1 | broad_topical_query stringclasses 5
values | broad_topical_explanation stringclasses 5
values | specific_detail_query stringclasses 5
values | specific_detail_explanation stringclasses 5
values | visual_element_query stringclasses 5
values | visual_element_explanation stringclasses 5
values | parsed_into_json bool 1
class | markdown stringclasses 5
values | surya_blocks stringclasses 5
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 | MARSHALL SZERK, Newberlin, TN - Oct. 26, 1993, CB, R. Kilmaner
OUT OF THIS WORLD UFO Flybyz in Middle Tennessee
BY JOTSA M. WINTER
L aver Pisut is well aware that some people out there think she is crazy. If they're right—if she really has hooped the loop, so to speak—she at least bears people think she's nuts. Her sto... | [{"blocks": [{"polygon": [[21.630000000000003, 65.455], [30.900000000000002, 65.455], [30.900000000000002, 343.387], [21.630000000000003, 343.387]], "confidence": 0.9373824493611396, "label": "PageHeader", "raw_label": "Page-Header", "reading_order": 0, "html": "MARSHALL SZERK, Newberlin, TN - Oct. 26, 1993, CB, R. Kil... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:26:43.685628+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 | A Waco Snake.
Waco Telephone: St. W. Boynton brought to the Telephone yesterday afternoon what was a genuine curiosity and the existence of which has been denied by some people. It was nothing more nor less than a snake with legs. The snake which was a small one, not more than sixteen inches long, was what is known as ... | [{"blocks": [{"polygon": [[144.06, 34.568000000000005], [279.72, 34.568000000000005], [279.72, 50.064], [144.06, 50.064]], "confidence": 0.9706899684954646, "label": "SectionHeader", "raw_label": "Section-Header", "reading_order": 0, "html": "<h2>A Waco Snake.</h2>", "skipped": false, "error": false, "bbox": [144.06, 3... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:26:43.685628+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 | M ou n t m M e n t m, M ichigan, muy cerca dellago St. Clary della Base A- reda Self- nidge.
Donald y Grant Jaroslaw
le 10 minuto. En este momento también 4 fotos con una cainara Polaroid Swinger, antes de que el objeto partiría a una "velocidad mucho mayor" que la de cualquier aparato de terencional. Unos tinco minuto... | [{"blocks": [{"polygon": [[34.574999999999996, 30.1], [161.35, 30.1], [161.35, 210.7], [34.574999999999996, 210.7]], "confidence": 0.9114935221590169, "label": "Picture", "raw_label": "Image", "reading_order": 0, "html": "", "skipped": true, "error": false, "bbox": [34.574999999999996, 30.1, 161.35, 210.7]}, {"polygon"... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:26:43.685628+00:00", "script": "surya-ocr.py"}] | |
[
"{\n \"broad_topical_query\": \"Nikola Tesla's inventions and anti-war machine\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is Nikola Tesla's inventions, including his anti-war machine.\",\n \"specific_detail_query\": \"Circular craft like Flying Saucers\",\... | Nikola Tesla's inventions and anti-war machine | This query focuses on the main subject of the document, which is Nikola Tesla's inventions, including his anti-war machine. | Circular craft like Flying Saucers | This query targets a specific detail mentioned in the document, which is the circular craft similar to Flying Saucers. | Page 2 of a document | This query refers to the visual element of the document, which is page 2, to help identify the document in a larger corpus. | true | "NIKOLA TESLA'S INVENTIONS"
HIS ANTI-WAR MACHINE, was electrical in operation, and sets up an invisible and impenetrable curtain of polarized light, that can be directed along national boundaries, making any nation safe within its own borders. He offered this protection to the Governments of the United States and Great... | [{"blocks": [{"polygon": [[199.39000000000001, 62.884], [450.215, 62.884], [450.215, 79.60000000000001], [199.39000000000001, 79.60000000000001]], "confidence": 0.9882250997209773, "label": "SectionHeader", "raw_label": "Section-Header", "reading_order": 0, "html": "<h2>\"NIKOLA TESLA'S INVENTIONS\"</h2>", "skipped": f... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:26:43.685628+00:00", "script": "surya-ocr.py"}] | |
[
"{\n \"broad_topical_query\": \"UFO sightings and government involvement\",\n \"broad_topical_explanation\": \"This query would be effective because it covers the main subject of the document, which is the UFO sightings and the government's involvement in the events.\",\n \"specific_detail_query\": \"Larry Warre... | UFO sightings and government involvement | This query would be effective because it covers the main subject of the document, which is the UFO sightings and the government's involvement in the events. | Larry Warren and Peter Robbins | This query would be effective because it focuses on the individuals mentioned in the document, who are key figures in the UFO sightings and government involvement. | Page 4 of the document | This query would be effective because it refers to the specific page number mentioned in the document, which is likely to be a unique identifier for this page. | true | OUR ADDRESS: P.O.Box, 3070, Whitehall, Dublin, 9 Ireland.
ISSUE 3: iufopra@indigo.ie
Jul/Aug/Sept. - 1997:
Paged:
Left At East Gate: Cont:
Witnesses claim to have seen a strange object rest above the grass, then zoom in and out through the trees. Small beings with large black cat-like whoe who "floated" and conversed, ... | [{"blocks": [{"polygon": [[36.952, 29.470000000000002], [106.088, 29.470000000000002], [106.088, 91.778], [36.952, 91.778]], "confidence": 0.9861670477218611, "label": "Picture", "raw_label": "Image", "reading_order": 0, "html": "", "skipped": true, "error": false, "bbox": [36.952, 29.470000000000002, 106.088, 91.778]}... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:26:43.685628+00:00", "script": "surya-ocr.py"}] |
Surya OCR 2 (ocr) on davanstrien/ufo-ColPali
Full-page ocr (structured html + bounding boxes) 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:
ocr - 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: 5
- Processed OK: 5 / 5
- Processing time: 3.7 min
- Date: 2026-06-22 13:26 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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