Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:36:23.994799Z
Paper Citation Record · LEDGER
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition
As of 12 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2608.10396.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
76 of 76 outbound references displayed
- verified exact5
- verified fuzzy24
- unresolved44
- parse uncertain0
- malformed identifier2
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0a1c18aa-8c9b-42ef-869b-95f245f832f5 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.920537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e6c74299-d67e-47ec-86b4-d32cc3d8f5c5 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.903130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 318e5bf4-7569-484a-83a3-f1bdcec40c5a · outbound
This paper cites Man- matha.
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.610650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd017974-a4cc-4023-ab14-9827a84be6ec · outbound
This paper cites Vasarhelyi.
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.616902Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80df1f27-7b8d-4651-a372-3ad9b4852ad7 · outbound
This paper cites VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:36:24.289269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3d57f701-ff0a-4aa0-a655-2ba55bbf9a53 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.884318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c3ed2913-fa75-45d5-872e-4ddd84617873 · outbound
This paper cites From Robotic Process Automation to Intelligent Process Automation: Emerging Trends.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition From Robotic Process Automation to Intelligent Process Automation: Emerging Trends
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.634494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a40edc2b-fb0e-44e6-afe3-f0be30e715b7 · outbound
This paper cites Complicated Table Structure Recognition.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Complicated Table Structure Recognition
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.640392Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8811413b-fc67-4a67-a076-6d34cd5a6bd5 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.865908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ab71a26f-0543-4e28-9d83-d08a1f00a65a · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.848721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 175b4618-7ba6-4dee-a49e-b9112b8f7d0f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.829722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dce926db-0597-4369-b955-c0de51badb71 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.810784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9fa53e4e-330e-412f-b5fa-ba8c38b6895f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.789580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8b216186-eec3-4591-b00d-234a02204360 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.678877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b10e5978-8153-4228-8410-ebe3c0f6a29b · outbound
This paper cites ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.684364Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18744aa1-540b-4a70-af34-e2952f8db370 · outbound
This paper cites FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.689898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3554964-074e-4ac4-b92f-aa7f929db479 · outbound
This paper cites OCR-free Document Understanding Transformer.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition OCR-free Document Understanding Transformer
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.695484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a669730-5415-4690-b75e-6507183eb87f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.700606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cea577f-bb99-4b3e-8f55-2452915234f0 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.707055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 145204c9-fe59-4b8a-a0b0-dfea67623a0e · outbound
This paper cites DocBank: A Benchmark Dataset for Document Layout Analysis.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition DocBank: A Benchmark Dataset for Document Layout Analysis
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.718304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8342a45a-0b0a-46e8-930a-7ffa9df6cddc · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 21
- Resolution
- verified exact
- doi, observed 2026-08-12T00:36:24.183169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 889ae329-4140-4406-b63a-baa4ef612009 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.729472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89a85d26-83e5-4f24-83bc-c0cde7ef155c · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.757532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c412531c-9eb2-4996-a7a7-f3503fcdc346 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.738118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 34861053-6903-4918-a87d-da1d43577255 · outbound
This paper cites OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.746825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10eca6ce-0713-4091-a666-507f8b23209d · outbound
This paper cites Nassar, and Peter Staar.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Nassar, and Peter Staar
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.751925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11f3bc83-8175-4d30-ba19-5bb894d16ca2 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.719947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6cd015ab-ccde-463e-bda5-8a080ff6a91f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.761318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e03480c1-c068-4a8c-abd0-24fd7a834800 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.682058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 254bf1bb-82ea-4060-b29a-6e989a142a56 · outbound
This paper cites Image2Struct: Benchmarking Structure Extraction for Vision-Language Models.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Image2Struct: Benchmarking Structure Extraction for Vision-Language Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.770988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba942e8b-3cfa-4205-b6f6-c673ad40075f · outbound
This paper cites DocILE Benchmark for Document Information Localization and Extraction.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition DocILE Benchmark for Document Information Localization and Extraction
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.776963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 176c0ab5-e39c-4117-a274-e7674277b2e7 · outbound
This paper cites PubTables-1M: Towards comprehensive table extraction from unstructured documents.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition PubTables-1M: Towards comprehensive table extraction from unstructured documents
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.782036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cd96b11-a06f-4b6c-89ef-597c310aa166 · outbound
This paper cites GriTS: Grid table similarity metric for table structure recognition.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition GriTS: Grid table similarity metric for table structure recognition
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.787122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e9476eb-edb5-4e6a-ba6c-87071325d455 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.792375Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79850b06-7702-4795-8603-33f92415fda5 · outbound
This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition MinerU: An Open-Source Solution for Precise Document Content Extraction
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.797307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46374ec4-acc5-45f4-8a5f-97a62dae4bd0 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.802455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84cb49ba-3024-4211-ab3b-d0119709554b · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.662486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation baa0c9d8-4312-4f10-a295-8e66b0086c8f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 38
- Resolution
- verified exact
- doi, observed 2026-08-12T00:36:24.137996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e50dd754-b19e-485a-b35f-c4d0f9deda6f · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 39
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-12T00:36:23.817746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35778d0f-f276-4855-9167-986155b5788f · outbound
This paper cites LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.823165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02c95b2c-e9cc-4bb4-ac8b-05e9d5e1e1e6 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.828398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af4e1ee9-0026-4e74-99b7-efdfa6e957a7 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.642946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b43b6e6b-2559-4341-8465-cd5c1bf3ef97 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.619097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1013a5a-a999-43e5-8a1b-cd6febfd6262 · outbound
This paper cites PaddleOCR-VL-1.6: Expanding the Frontier of Document Parsing with Under-Optimized Region Refinement and Progressive Post-Training.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition PaddleOCR-VL-1.6: Expanding the Frontier of Document Parsing with Under-Optimized Region Refinement and Progressive Post-Training
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:36:24.357936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0c324ded-35fd-41a9-9c96-1fd0ea9ca62f · outbound
This paper cites Image-based table recognition: data, model, and evaluation.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Image-based table recognition: data, model, and evaluation
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.853945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 898f4ad6-965d-4cc8-bc20-06d76e86bb58 · outbound
This paper cites InProceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Nat- ural Language Processing.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition InProceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Nat- ural Language Processing
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.838485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 978f9764-6b52-440b-bf3d-466f20086a16 · outbound
This paper cites PubLayNet: largest dataset ever for document layout analysis.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition PubLayNet: largest dataset ever for document layout analysis
Reference 50
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-12T00:36:23.859210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae7428a0-094a-4636-88d8-2009a4368fde · outbound
This paper cites Return only strict JSON.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Return only strict JSON
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.592788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 314f6bdd-5857-46d7-b54b-acef92ff2ae2 · outbound
This paper cites •Every object member must be a"key": valuepair.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Every object member must be a"key": valuepair
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.573810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ff602658-feae-47d6-ab6e-3cfecbcb6eec · outbound
This paper cites answer": {.
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.553422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 54f79934-e25b-4506-a298-b165efb23a86 · outbound
This paper cites value":.
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.529283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 582b80d3-3f80-47ce-90f3-42ed015a6fbd · outbound
This paper cites relations.
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.507214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5ab5d305-031d-462c-9c8f-c226d7d9c32d · outbound
This paper cites You will receive a list of semantic fields that need content for text boxes.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition You will receive a list of semantic fields that need content for text boxes
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.486450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9079c876-b549-42f5-9364-caa25754d2cf · outbound
This paper cites •Output actions must use the samefield_keystring.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Output actions must use the samefield_keystring
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.462689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 62a5b6e5-a52a-426b-be3c-77ca2e854b82 · outbound
This paper cites •For each input item, output exactly one action in the same order.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •For each input item, output exactly one action in the same order
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.439455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4f66ebf1-cb8c-45b5-bcb1-3dfbfc87daa5 · outbound
This paper cites •Preservefield_keyas the output key, while usingsemantic_keyto infer the intended field meaning.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Preservefield_keyas the output key, while usingsemantic_keyto infer the intended field meaning
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.419571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2d752d1f-126f-4522-ae4b-ca34b1a87a44 · outbound
This paper cites Full-date fields use localized formats, while explicit date-component fields such as year, month, or day must contain only the corresponding component.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Full-date fields use localized formats, while explicit date-component fields such as year, month, or day must contain only the corresponding component
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.399433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d47ec0fa-e99a-45a2-a951-216601eb920d · outbound
This paper cites •Do not copysemantic_keyas content unless it is genuinely the intended filled value.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Do not copysemantic_keyas content unless it is genuinely the intended filled value
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.382011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eb3278d2-cf10-438c-923e-6c21681d0cc5 · outbound
This paper cites field_key.
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.362922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7551ac63-d955-4441-af1d-8cd4a1ca9595 · outbound
This paper cites The input image is a deterministic draft produced from structured form-filling actions.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition The input image is a deterministic draft produced from structured form-filling actions
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.341990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 27a4faef-6462-4dde-a948-fb811a2f3449 · outbound
This paper cites •Do not generate new semantic content.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Do not generate new semantic content
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.313309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 700b4a4f-1261-4de1-9f76-49d57b81fd02 · outbound
This paper cites •Do not add, remove, rewrite, paraphrase, translate, substitute, merge, or reorder any filled value.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Do not add, remove, rewrite, paraphrase, translate, substitute, merge, or reorder any filled value
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.291346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bb8c6815-6e4a-4bed-9842-88a6f7d95246 · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.270365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f1e0ab64-14d6-40e7-b0ae-abef94cd722d · outbound
This paper cites an unresolved cited work.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:36:25.247629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0ebd1881-35d7-4a9f-853a-4cd0bfd499ce · outbound
This paper cites •Do not add new option marks.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Do not add new option marks
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.224652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 04aea407-f976-484a-9fb7-8fc77699b4af · outbound
This paper cites •Before producing the final edited image, silently check that every filled value, repeated occurrence, and option state is preserved.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Before producing the final edited image, silently check that every filled value, repeated occurrence, and option state is preserved
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.207893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 92235f8a-5f09-4a65-8b10-d4a134e3ce13 · outbound
This paper cites You will receive full form images plus a few same-class examples with their standard answer.json outputs.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition You will receive full form images plus a few same-class examples with their standard answer.json outputs
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.189547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 66950465-7919-4eae-a118-7fb3c504117b · outbound
This paper cites •The extracted JSON will be compared against the original referenceanswer.json.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •The extracted JSON will be compared against the original referenceanswer.json
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.168213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bcafdbdf-2f52-4871-88fc-6c2a03faa6dd · outbound
This paper cites • Preserve the same field names, nesting levels, array structure, list order, option representation, and value style whenever the target form uses the same fields.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition • Preserve the same field names, nesting levels, array structure, list order, option representation, and value style whenever the target form uses the same fields
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.147292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c86ec80a-a09c-4bff-946e-7a0410df5d31 · outbound
This paper cites •Traverse the entire image from the header or top row to the bottom.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Traverse the entire image from the header or top row to the bottom
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.124960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 69d1e6dc-0017-4723-9918-de00b9b4ab09 · outbound
This paper cites •Values may be strings, nested JSON objects, or arrays.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Values may be strings, nested JSON objects, or arrays
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.100739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1de92a30-d1f0-4b93-bc7e-3fcd4a58e558 · outbound
This paper cites •Do not infer selected options from row order, field defaults, or the few-shot examples.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •Do not infer selected options from row order, field defaults, or the few-shot examples
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.075403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f6204a00-acfb-4b74-a8dc-1dd279ec2507 · outbound
This paper cites •The response must start with{and end with}.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition •The response must start with{and end with}
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:36:25.050829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8e099478-5644-4289-971e-cfc663b9cab0 · outbound
This paper cites TableBank: A Benchmark Dataset for Table Detection and Recognition.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition TableBank: A Benchmark Dataset for Table Detection and Recognition
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:36:23.712791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3402941-5a79-4394-90de-cfe23a23d472 · outbound
This paper cites Multi-Modal Association based Grouping for Form Structure Extraction.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition Multi-Modal Association based Grouping for Form Structure Extraction
Reference 2021
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-12T00:36:25.030041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fa02804f-64d8-4118-8eaa-3ead08918f83 · outbound
This paper cites arXiv:2601.09668 [cs.CV] doi:10.48550/ arXiv.2601.09668.
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition arXiv:2601.09668 [cs.CV] doi:10.48550/ arXiv.2601.09668
Reference 2026
- Resolution
- verified exact
- doi, observed 2026-08-12T00:36:24.265619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.