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Paper Citation Record · LEDGER

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings

As of 31 July 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2605.07492.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.07492 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:28:02.152600Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

  • verified exact28
  • verified fuzzy13
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef138282-9d3d-4826-99d7-63aba473cd6d · outbound

This paper cites Document AI: Benchmarks, Models and Applications.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Document AI: Benchmarks, Models and Applications

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.204784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:c144da6ca0144cd9d9f72a21da6ea1c26409cd64c6b2820f887b736185f4b9cb

Observation e2db76e9-ed48-406d-9ef5-6d05b5d0c375 · outbound

This paper cites PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:30:56.226423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:ebfb12f41d03ed84a4fdeb224e8f79fa20cae13b52c1deddcef95b79d0255c8c

Observation a6335059-2af4-4aef-af6e-32ab659e51cf · outbound

This paper cites Glm-ocr technical report.arXiv preprint arXiv:2603.10910.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Glm-ocr technical report.arXiv preprint arXiv:2603.10910

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.186347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:20fd0086a4f511b569a9f91a8c1130422b74e28ae727e4190f382dfb89589e34

Observation 7c18a55d-5e74-4ea7-acbf-fe93182b4c01 · outbound

This paper cites MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-17T13:25:32.206292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:f606e5ba7d33a10c48e89f12a6bfb0f87010cbd3d867128ef9b419443c241f24

Observation ca9b7c25-ef23-4b86-ae27-2a74cb67be16 · outbound

This paper cites MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:30:56.318662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:d0a614d353750193b3b62fa838a07000a49626572f6b7446df094dafa81b6d09

Observation 4efac8ca-ad56-4842-a6d7-b3b0d63fd52b · outbound

This paper cites Dolphin-v2: Universal document parsing via scalable anchor prompting.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Dolphin-v2: Universal document parsing via scalable anchor prompting

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.198693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:8e183176df35ccd83df58eebb6cd6e2eecda55ac2d56c98fe26a58b25c25194f

Observation 9f7ed9e7-6b36-4aec-b1cd-18c835765f6d · outbound

This paper cites Firered-ocr technical report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Firered-ocr technical report

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.365081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:dcbb7c4bb621b0974f669975fdf9218b05383d20c89b7525aaa02da442e3ef0d

Observation 30b73253-bc3c-4ca2-bfc4-6401446a8652 · outbound

This paper cites Hunyuanocr technical report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Hunyuanocr technical report

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.289559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:d2dccd13d17e66cc1d5bb95d354007cc74e38179f68ecb6d6941c78f33cb87b2

Observation a6b44266-5eaf-4fd6-93d6-8362c8afdf3d · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings DeepSeek-OCR: Contexts Optical Compression

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-12T04:35:50.904687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:8d34a23c43df44f85228818b3a26879b61917d9b086961aedfe42015320027fc

Observation f81da1d8-4356-4960-96fd-c354b4272d2f · outbound

This paper cites Deepseek-ocr 2: Visual causal flow.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Deepseek-ocr 2: Visual causal flow

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.149544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:50dff4257a285e9598ad3a0e03770dd5e04f1d01f76baf65c0437de7de8a0659

Observation 5e168126-d970-4529-8df7-35e33f8607b0 · outbound

This paper cites Qwen3-VL Technical Report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Qwen3-VL Technical Report

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:30:56.219664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:369ba2a8faaf61305cce8a078b1871592241b1193f0d4ca02043cd6881ac92ae

Observation a25ac0d8-fbff-4aa2-aab1-e1e07399c5c4 · outbound

This paper cites Gemini 3.1 Pro: A smarter model for your most complex tasks.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Gemini 3.1 Pro: A smarter model for your most complex tasks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.359883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:ae492ca2d1ad9ac546b78f72e597a574842523b99df3f484214884df0480df68

Observation a1e6547e-4df3-421e-9f5c-95b5e4d2a193 · outbound

This paper cites OmniDocBench: Benchmarking diverse PDF document parsing with comprehensive annotations.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OmniDocBench: Benchmarking diverse PDF document parsing with comprehensive annotations

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.351589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:c12f5c533abc79d24911b3673a8d70126ab0448852fecf0466dd26fd545b81e3

Observation 62e03f24-5ff4-414e-9b5f-9b6598109f95 · outbound

This paper cites Docptbench: Benchmarking end-to-end photographed document parsing and translation.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Docptbench: Benchmarking end-to-end photographed document parsing and translation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.260483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:ce053ade214e625ca5f76c38881a743b722b167ed7f0c011acd685c0fd616d2e

Observation d64133a3-f5d7-4466-83b5-010346d52656 · outbound

This paper cites Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-23T03:13:55.135132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:8ceb5ba7d3892b18c01ddfb0a2e7bc7ec4d404d47d6a52b260e9f1494e85e03c

Observation 4c8d8ec5-d949-4ec2-b7a7-69ab781cc1df · outbound

This paper cites Mdpbench: A benchmark for multilingual document parsing in real-world scenarios.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Mdpbench: A benchmark for multilingual document parsing in real-world scenarios

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.246602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:a19af0d6fdb339e89ca8ce3d020f7e598d488793298a0f15250780d85d0ac889

Observation 1d3e5138-2a74-4901-b3bb-6cfb06f0d6d2 · outbound

This paper cites OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-17T20:33:27.157097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:6b9291a79a3cfe001f6225c0cfbdcd5bf6a151527d5901a0dba69c82ca970ec8

Observation 2911bc02-2b10-4420-a423-aa429d52e968 · outbound

This paper cites olmOCR 2: Unit test rewards for document OCR.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings olmOCR 2: Unit test rewards for document OCR

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.267616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:198564b825dd6d4c48a454d8d502dc6923261ed28aae10aa4cfebf636c144ceb

Observation fc0c7e8e-792c-48d2-89b5-6b30abd8a336 · outbound

This paper cites OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-27T02:04:28.324233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:ad2de4ec3825f23d05248241a0d08dc0197e1a09725aa9d7ac9261cc07d18bd1

Observation 8624d1ea-f155-4946-bfdf-ce2d252bb684 · outbound

This paper cites Intelligent document processing market size, share & industry analysis.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Intelligent document processing market size, share & industry analysis

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.376310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:2c8cb9ffc670d7bbf1f6b32dad614ac4d1e107a95c1eacf2250fee85d5395fa1

Observation 5fea1e6e-42d6-455d-ba9d-7501d45a240e · outbound

This paper cites Intelligent document processing market size report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Intelligent document processing market size report

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.364732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:27fc6444d152b3ad99f41216ebe3255712c8efa5504071a98cbc2d2745a368e7

Observation ef55da91-da01-4a83-9ff6-b294195dea43 · outbound

This paper cites Available at https://www.grandviewresearch.com/industry-analysis/ intelligent-document-processing-market-report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Available at https://www.grandviewresearch.com/industry-analysis/ intelligent-document-processing-market-report

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.355305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:9ff03785bb16b6fcb54983113d5fb12447ab84e962833f6aa38c08937cec39c1

Observation 24c47a1e-28f3-4673-bd76-1ac280afba45 · outbound

This paper cites Logics-Parsing-Omni Technical Report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Logics-Parsing-Omni Technical Report

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:30:56.330792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:6450e83879c7686927c6834326cdbd84e9e719ccfba5f14ec7b214a0009e1c64

Observation 3c9cfd12-d530-4c9f-b9fc-a75a5f4d6faf · outbound

This paper cites Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.347542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:60a273a9823190696ec620ff3c469d77702a29a6993c6d6338f7b318b2d07698

Observation c6dad526-19c6-4bd5-9472-772854bba3e1 · outbound

This paper cites Image-based table recognition: Data, model, and evaluation.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Image-based table recognition: Data, model, and evaluation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.372335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:dd8757933b72e145b346fffbb196c328affb3778c88528f26ee45dac3985ea9f

Observation feeb462d-2c4a-4c40-9395-32ac363fd760 · outbound

This paper cites Multimodal ocr: Parse anything from documents.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Multimodal ocr: Parse anything from documents

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.211632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:3ac39619491be9cc6b0c66c8ab6a594a5a977137f89cff7efec62da1fb4ee264

Observation 41bd8e22-a238-4374-8e7f-cd171a3283e7 · outbound

This paper cites arXiv preprint arXiv:2506.05218 , year=.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings arXiv preprint arXiv:2506.05218 , year=

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.133284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:24ea80be9027ba279dae4cb5a05a4d59dd3a936e129b9e06681a15bb8e495c28

Observation 14021d59-1781-42f0-a013-106d9dd5b04b · outbound

This paper cites Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-14T03:21:27.323268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:0898000a694f6172b01c4f7b12ccf0ce4993a31e8f328fa38d48352f5ecc0935

Observation 5e6f4550-87b4-4631-a790-4043543cef4d · outbound

This paper cites OpenOCR: An open-source toolkit for general-OCR research and applications.https://github.com/Topdu/OpenOCR.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OpenOCR: An open-source toolkit for general-OCR research and applications.https://github.com/Topdu/OpenOCR

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.348110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:90e90954c4d78cf21bb79829d8de60e30a9c987b766b3e66b7e8fe2e26d46397

Observation 318aef4e-1967-4c54-b4b3-1c21808eca04 · outbound

This paper cites olmocr: Unlocking trillions of tokens in pdfs with vi- sion language models.arXiv preprint arXiv:2502.18443, 2025a.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings olmocr: Unlocking trillions of tokens in pdfs with vi- sion language models.arXiv preprint arXiv:2502.18443, 2025a

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.194257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:457003649079cfe7b9a6cce12fe3662d2892ff1231b33e6ce0325b4426131bd5

Observation 6c016336-bcbb-48f8-bd59-02cac041ec40 · outbound

This paper cites Reading or reasoning? format decoupled reinforcement learning for document OCR.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Reading or reasoning? format decoupled reinforcement learning for document OCR

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.359415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:2a70e22d1fb036641957fa7e6bf8df04686c8a0b92cfa90271f106b13f714c9f

Observation 00f04f2a-7e52-4a1a-8b2c-71ab4ec42ab8 · outbound

This paper cites Logics-Parsing-v2.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Logics-Parsing-v2

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.368414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:70ff69369e91117b88872f21e7a9a158f79ca225bc62e78f584b0d4965875a05

Observation 9d962b7f-3615-40ec-bc5c-863443dabd5e · outbound

This paper cites Ocrverse: Towards holistic ocr in end-to-end vision-language models.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Ocrverse: Towards holistic ocr in end-to-end vision-language models

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.308055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:fa56e79b9dff72d39e5b665dddd1ca9d86c2f948fc7b2678e9db132110fe16bf

Observation 6fd7350e-5bb2-471d-b504-2d926db6bc63 · outbound

This paper cites Qianfan-ocr: A unified end-to-end model for document intelligence.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Qianfan-ocr: A unified end-to-end model for document intelligence

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.251996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:d03f198fceba4a8b38a09982a3f4e9bd06a08c9aa80121e15da6ce43acae2bb6

Observation ddf9e310-2b83-404e-8a26-4861dd021403 · outbound

This paper cites Nanonets-OCR2: A model for transforming documents into structured markdown with in- telligent content recognition and semantic tagging.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Nanonets-OCR2: A model for transforming documents into structured markdown with in- telligent content recognition and semantic tagging

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.384016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:5f44ae5f34ecb3461672616e48ce7fc7392ffd416659992547210ff4ea0055f7

Observation e63484da-aff1-48dd-9816-a6589f70861a · outbound

This paper cites OCRFlux-3B.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OCRFlux-3B

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.380264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:fa28db13eb7ee66b7f8a982997613d001c4f9ebba9b604e9a77d2892e316dd0a

Observation eed8e37b-7086-44cb-a30b-fed136d5500e · outbound

This paper cites InICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings InICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:30:56.231839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:00e65718c05934b6a3710a13e358101a3b9f9e6b3863b8be1c2ee1d15ac05250

Observation 9f7ff89d-acc1-4b56-9e1b-86e449ca2ce4 · outbound

This paper cites UniRec-0.1B: Unified Text and Formula Recognition with 0.1B Parameters.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings UniRec-0.1B: Unified Text and Formula Recognition with 0.1B Parameters

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-14T02:19:24.298662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:fe8ca194907427d53634e6340227944843e7436b0d9a3c0a5c365d0d55c856b7

Observation 358bf655-c781-436c-a59c-b4f6c6de554b · outbound

This paper cites OpenDoc-0.1B: An ultra-lightweight document parsing system.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings OpenDoc-0.1B: An ultra-lightweight document parsing system

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.340341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:3d1dbd3399296672a3aa5b8b677a38f718c91693988814aafd756cb48cf775a2

Observation 011f0929-0c2e-4ee3-b846-12ffd194f6f0 · outbound

This paper cites Qwen3.5: Towards native multimodal agents.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Qwen3.5: Towards native multimodal agents

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.336618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:65eecba3f826e4e59994920b42e1b8a8f597c6fdc4cf3f49c9736313e3e66d7a

Observation 3589de6a-18c5-4e68-a810-0cf0e02b69d6 · outbound

This paper cites Kimi K2.6.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Kimi K2.6

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T12:35:15.343982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:56ef4b0424bd291acb8692b373bea89e2def4cb9057ab6262b94cebd7d1902cd

Observation fb3cb0b8-2f8b-4917-8408-94555c27614b · outbound

This paper cites Step3-vl-10b technical report.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings Step3-vl-10b technical report

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:30:56.239823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:dce6b41be8ef7058544463f06561ab3efa83a354ee992e4d6e52e169544770c5

Observation f2975afc-c8b6-421d-8aff-321d413f206e · outbound

This paper cites MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe.

How Far Is Document Parsing from Solved? PureDocBench: A Source-TraceableBenchmark across Clean, Degraded, and Real-World Settings MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Reference 43

Resolution
malformed identifier
arxiv_id, observed 2026-05-15T17:07:27.685083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-11T02:28:02.152600Z digest=sha256:659c777cf6ffac2a5d790f6161dc81f30ef85ef4c87cd50757cb5ef236381296

Pith citing papers

No inbound Pith citation observations are available.