Datasets:

davanstrien
/

surya-smoke-table

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	<img alt="A photograph of a man in a light golf hat and shirt standing on a tree in a strange light above the trees near Batter in 1992. The background shows a strange light above the trees."/> <p><b>MOSTLIKE SCENE:</b> Natahe (11s), TN - Oct. 26, 1992. GR: H. Kilmand</p> <p><b>OUT OF THIS WORLD</b></p> <p><b>UFO Flyby...	[{"rows": [], "cols": [], "cells": [], "image_bbox": [0.0, 0.0, 618.0, 1007.0], "raw": "<img alt=\"A photograph of a man in a light golf hat and shirt standing on a tree in a strange light above the trees near Batter in 1992. The background shows a strange light above the trees.\"/>\n<p><b>MOSTLIKE SCENE:</b> Natahe (1...	[{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "table", "table_mode": "full", "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:35:14.158336+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	<p>A Waco Snake.</p> <p>Waco Telephone: J.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 k...	[{"rows": [], "cols": [], "cells": [], "image_bbox": [0.0, 0.0, 420.0, 596.0], "raw": "<p>A Waco Snake.</p>\n<p>Waco Telephone: J.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...	[{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "table", "table_mode": "full", "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:35:14.158336+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	<img alt="A collage of three photographs showing a man in a blue suit and a woman in a blue suit, with the text 'Mount a Clement, Michigan, muy cerca dellago St. Clary della Base A-redae Self-nigge.' and 'Ampliación de la maqueta utilizada por los hermanos Jaroslaw'."/>	[{"rows": [], "cols": [], "cells": [], "image_bbox": [0.0, 0.0, 461.0, 602.0], "raw": "<img alt=\"A collage of three photographs showing a man in a blue suit and a woman in a blue suit, with the text 'Mount a Clement, Michigan, muy cerca dellago St. Clary della Base A-redae Self-nigge.' and 'Ampliación de la maqueta ut...	[{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "table", "table_mode": "full", "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T13:35:14.158336+00:00", "script": "surya-ocr.py"}]

Surya OCR 2 (table) on davanstrien/ufo-ColPali

Table recognition (mode full) 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: table (table mode full)
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 13:35 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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Total file size:

337 kB