MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing | Paper Citation Record

Observation d351e960-afb9-4fa5-8d25-bc8bb8dee3a9 · outbound

This paper cites ParseBench: A Document Parsing Benchmark for AI Agents.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing ParseBench: A Document Parsing Benchmark for AI Agents

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.239093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cf0a3ffd-12ff-4a65-93a2-7fe43ecd5f28 · outbound

This paper cites Publaynet: largest dataset ever for document layout analysis.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Publaynet: largest dataset ever for document layout analysis

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.452633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d068762-2d79-4819-b5f1-f0fd01b2883c · outbound

This paper cites Tablebank: Table benchmark for image-based table detection and recognition.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Tablebank: Table benchmark for image-based table detection and recognition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.439072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3468e93-e2d1-4201-9c86-d75f7abe2230 · outbound

This paper cites Image-to-markup generation with coarse-to-fine attention.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Image-to-markup generation with coarse-to-fine attention

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.449933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c34d559d-8dfd-4c42-8004-bd2d7ad6acdf · outbound

This paper cites Layoutreader: Pre-training of text and layout for reading order detection.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Layoutreader: Pre-training of text and layout for reading order detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.441830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 38437ca1-e9ed-4640-9753-5cadc5fb7477 · outbound

This paper cites Icdar 2015 competition on robust reading.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Icdar 2015 competition on robust reading

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.444471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c7c8a05-b86e-478a-a752-a883d9c9777d · outbound

This paper cites Hrdoc: Dataset and baseline method toward hierarchical reconstruction of document structures.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Hrdoc: Dataset and baseline method toward hierarchical reconstruction of document structures

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.469273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 35d899e8-e729-4a9e-9fa6-be532a065e41 · outbound

This paper cites Doclaynet: A large human-annotated dataset for document-layout segmentation.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Doclaynet: A large human-annotated dataset for document-layout segmentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.480210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d569c3b-767a-40b1-8c20-318dfd2bd801 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Image-based table recognition: data, model, and evaluation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.499679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b217598-f219-41d8-a149-6b54e5dc1cc3 · outbound

This paper cites Complicated Table Structure Recognition.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Complicated Table Structure Recognition

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.229419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8142f5ff-e95c-4b64-b022-3c99ad419985 · outbound

This paper cites Focus Anywhere for Fine-grained Multi-page Document Understanding.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Focus Anywhere for Fine-grained Multi-page Document Understanding

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.249937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b88159c5-0472-45c2-a349-c467a2054423 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing olmocr: Unlocking trillions of tokens in pdfs with vi- sion language models.arXiv preprint arXiv:2502.18443, 2025a

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.244621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7630c4bb-09b9-476c-9099-8159eb1fce64 · outbound

This paper cites Omnidocbench: Benchmarking diverse pdf document parsing with comprehensive annotations.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Omnidocbench: Benchmarking diverse pdf document parsing with comprehensive annotations

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.503894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 917c201c-0b89-4539-84c8-18eb88a4b3ee · outbound

This paper cites General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.197561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 228e8bf4-f3ee-4746-b1e8-11e240556f38 · outbound

This paper cites Nougat: Neural Optical Understanding for Academic Documents.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Nougat: Neural Optical Understanding for Academic Documents

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.227340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 548fcc1b-d304-469c-af0f-68510124c03e · outbound

This paper cites Readoc: A unified benchmark for realistic document structured extraction.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Readoc: A unified benchmark for realistic document structured extraction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.506522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb11d753-808e-4860-8e2a-d9f393c2aa7a · outbound

This paper cites Cc-ocr: A comprehensive and challenging ocr benchmark for evaluating large multimodal models in literacy.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Cc-ocr: A comprehensive and challenging ocr benchmark for evaluating large multimodal models in literacy

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.488267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8271153f-b771-4c3d-94c8-b1f00a959d8e · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Docptbench: Benchmarking end-to-end photographed document parsing and translation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.229709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 64b10281-1607-4ed8-90a5-f55abf492912 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Mdpbench: A benchmark for multilingual document parsing in real-world scenarios

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.237172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 050a3ec4-76a9-492e-bb3c-767a4c408270 · outbound

This paper cites Logics-parsing technical report.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Logics-parsing technical report

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.195603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 779eb6c7-aa69-43e1-ba61-7b33464c2e5c · outbound

This paper cites Bookrag: A hierarchical structure-aware index-based approach for retrieval-augmented generation on complex documents.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Bookrag: A hierarchical structure-aware index-based approach for retrieval-augmented generation on complex documents

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.195068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0dfb3cf9-768d-4485-8955-88b2e1bb0466 · outbound

This paper cites Kohakurag: A simple rag framework with hierarchical document indexing.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Kohakurag: A simple rag framework with hierarchical document indexing

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.193050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 791ec496-dd65-400f-821a-efa98de1117a · outbound

This paper cites Deepread: Document structure-aware reasoning to enhance agentic search.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Deepread: Document structure-aware reasoning to enhance agentic search

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.185370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17b2c5b5-f138-42ae-9bf0-f359915e5748 · outbound

This paper cites Multidocfusion: Hierarchical and multimodal chunking pipeline for enhanced rag on long industrial documents.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Multidocfusion: Hierarchical and multimodal chunking pipeline for enhanced rag on long industrial documents

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.482846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ce4a0c7c-9746-4099-9aa1-1b60fbc0ecee · outbound

This paper cites Unimernet: A universal network for real-world mathematical expression recognition.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Unimernet: A universal network for real-world mathematical expression recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.490738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f4ba979-ea89-43eb-b0bb-84f3260d3808 · outbound

This paper cites Dochienet: A large and diverse dataset for document hierarchy parsing.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Dochienet: A large and diverse dataset for document hierarchy parsing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.495020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3a5ba299-cc48-44ff-bebe-324196c5e293 · outbound

This paper cites Firered-ocr technical report.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Firered-ocr technical report

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.210850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation baac2fc7-4ebe-4c26-90d4-51b9fd84187a · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Deepseek-ocr 2: Visual causal flow

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.221638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c15da96b-3af9-4af2-a5ff-4a097dd3c2b1 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Qianfan-ocr: A unified end-to-end model for document intelligence

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.247224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1d4f0bd-dd26-44a6-92d2-ced3b6b40d0c · outbound

This paper cites Chandra ocr 2.https://github.com/datalab-to/chandra.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Chandra ocr 2.https://github.com/datalab-to/chandra

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.447291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67fa30c4-b48b-47a9-a754-8e52982c1b40 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.205995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7d9e5e7-fc80-4058-aa2a-620df8960e77 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Glm-ocr technical report.arXiv preprint arXiv:2603.10910

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.234322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c94901f9-b67b-4e1c-a10c-426704642174 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing arXiv preprint arXiv:2506.05218 , year=

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.247464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de1033c0-00c9-4dd2-a4fa-dd4be2f89c6a · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.187603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3049a87-f3ef-4df1-9b4e-83a05e871133 · outbound

This paper cites PaddleOCR 3.0 Technical Report.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing PaddleOCR 3.0 Technical Report

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.242228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d250364e-cd52-4083-9c71-ce32b931c42e · outbound

This paper cites Docling: An efficient open-source toolkit for ai-driven document conversion.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Docling: An efficient open-source toolkit for ai-driven document conversion

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.472449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b8112b5-9d0e-4c94-bafc-d77a4dcfe1c2 · outbound

This paper cites Layoutparser: A unified toolkit for deep learning based document image analysis.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Layoutparser: A unified toolkit for deep learning based document image analysis

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.477775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4667faf5-1362-4a29-a4da-4a6fbc1f2fae · outbound

This paper cites Gemini 3.1.https://deepmind.google/models/gemini/pro/.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Gemini 3.1.https://deepmind.google/models/gemini/pro/

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.485619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efe6a310-6783-4209-8af8-0a531d35ac54 · outbound

This paper cites Chatgpt.https://chat.openai.com.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Chatgpt.https://chat.openai.com

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.514320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5140433b-b475-42d6-871e-34df5bc6a7b8 · outbound

This paper cites Claude.https://www.anthropic.com/claude.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Claude.https://www.anthropic.com/claude

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.466074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5dbc68de-322f-4115-a982-08106feb1f0a · outbound

This paper cites Tongyi.https://www.aliyun.com/product/tongyi.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Tongyi.https://www.aliyun.com/product/tongyi

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.497095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bbaae063-662c-4bf8-b158-75494aa6a16c · outbound

This paper cites Qwen3-VL Technical Report.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Qwen3-VL Technical Report

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.219082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ee1eff0-60e3-45a7-8a18-a95804c9bb04 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Dolphin-v2: Universal document parsing via scalable anchor prompting

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.244402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc2fabd0-e3c5-446d-9912-e75ce336bfb4 · outbound

This paper cites Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.231900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 72d4763f-5838-489c-b39a-d76703b121fd · outbound

This paper cites M6doc: A large-scale multi-format, multi-type, multi-layout, multi-language, multi- annotation category dataset for modern document layout analysis.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing M6doc: A large-scale multi-format, multi-type, multi-layout, multi-language, multi- annotation category dataset for modern document layout analysis

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.475287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae96e940-b64d-435a-b276-3dee1b2323de · outbound

This paper cites Vision grid transformer for document layout analysis.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Vision grid transformer for document layout analysis

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.508877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 177f1e18-1ac7-4aa1-acc0-1d61ee83ed77 · outbound

This paper cites Global table extractor (gte): A framework for joint table identification and cell structure recognition using visual context.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Global table extractor (gte): A framework for joint table identification and cell structure recognition using visual context

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.511972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e3dac92-b7b5-4076-b54c-61e2bea5e2b6 · outbound

This paper cites Logics-Parsing-Omni Technical Report.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Logics-Parsing-Omni Technical Report

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.252222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 33292a8b-89f0-4220-b5f5-6025f961c28a · outbound

This paper cites Mmlongbench-doc: Benchmarking long-context document understanding with visualizations.Advances in Neural Information Processing Systems, 37:95963–96010.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Mmlongbench-doc: Benchmarking long-context document understanding with visualizations.Advances in Neural Information Processing Systems, 37:95963–96010

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.516734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 302f4340-d143-4d13-a26b-37a6cc030ca0 · outbound

This paper cites Longdocurl: a comprehensive multimodal long document benchmark integrating understanding, reasoning, and locating.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Longdocurl: a comprehensive multimodal long document benchmark integrating understanding, reasoning, and locating

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.521558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36207e42-ffcf-4771-b611-0027f032ec55 · outbound

This paper cites Unidoc-bench: A unified benchmark for document-centric multimodal rag.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Unidoc-bench: A unified benchmark for document-centric multimodal rag

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.224190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a1ec5bd-7d0b-444d-9886-8f5aa8625bd7 · outbound

This paper cites Docbench: A benchmark for evaluating llm-based document reading systems.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Docbench: A benchmark for evaluating llm-based document reading systems

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.519171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1e6f688-5b21-467e-9b16-bacb7b8fc14c · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.216507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a5bb5f5-65ae-4612-8835-2daa43ec6074 · outbound

This paper cites Binary codes capable of correcting deletions, insertions, and reversals.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Binary codes capable of correcting deletions, insertions, and reversals

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.492963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9200af5-ace6-4615-a303-01f9a10ea61e · outbound

This paper cites Gemini 3 pro.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Gemini 3 pro

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.501599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3c4f9eb-a35f-412e-9002-4c33231eccce · outbound

This paper cites Dianjin-ocr-r1: Enhancing ocr capabilities via a reasoning-and-tool interleaved vision-language model.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Dianjin-ocr-r1: Enhancing ocr capabilities via a reasoning-and-tool interleaved vision-language model

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.236826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ec345ab-f4c7-4e77-b1fc-d5b3583fc064 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.232177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0210e59c-2a59-465f-a133-638963249083 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Image-based table recognition: data, model, and evaluation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.432351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 37772d44-a626-4a8f-a5ea-4be6664445b9 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding

Reference 59

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 2026-08-10T06:31:04.303077+00:00.

Observation a5876d5f-2695-4d5e-a6e7-95e6acf37f08 · outbound

This paper cites Multimodal ocr: Parse anything from documents.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Multimodal ocr: Parse anything from documents

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.257599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c9df784-4b58-4fee-ade5-045ad3f2d3d8 · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing InICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.168355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 256bb41c-1f89-46f8-9595-c35ca575032b · outbound

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

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Ocrverse: Towards holistic ocr in end-to-end vision-language models

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.224336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3aee8439-e395-4bd5-884e-d7dd3d05cf78 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.176379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T17:38:12.771444+00:00.

Observation 9ee60d47-bac9-4064-951c-b7ec93060950 · outbound

This paper cites Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.241818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 535786b0-cb0d-4b3b-896e-c1aa14afcce4 · outbound

This paper cites Spatial reasoning in multimodal large language models: A survey of tasks, benchmarks and methods.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Spatial reasoning in multimodal large language models: A survey of tasks, benchmarks and methods

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:48.255065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c072bb97-0aee-44ac-999f-00b3342da07f · outbound

This paper cites an unresolved cited work.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-07-08T08:24:48.436192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9611941a-e6ae-41d3-9464-5d665b1dd467 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing Gonzalez, Hao Zhang, and Ion Stoica

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T08:24:48.425383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b65ec94-455d-41c0-b875-db612bef7eee · outbound

This paper cites LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind.

MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:48.210955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers