Paper Citation Record · LEDGER

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

As of 6 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 10 inbound Pith citation observations for arXiv:2502.16161.

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

pith.paper-citation-record.v1
2502.16161 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T01:46:00.580035Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:02:44.498255Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy30
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13e65ec5-eb4e-4459-9780-9c13d1e65a6a · outbound

This paper cites Platypus: A generalized specialist model for reading text in various forms.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Platypus: A generalized specialist model for reading text in various forms

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.608542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c266900-febe-4838-8167-411660fe3c23 · outbound

This paper cites Rico: A mobile app dataset for building data-driven design applications.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Rico: A mobile app dataset for building data-driven design applications

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.606082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 93565460-fbf8-4697-97ac-7e5a24a20fb8 · outbound

This paper cites Icdar 2013 robust reading competition.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Icdar 2013 robust reading competition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.573637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 57ebaf9e-277f-4023-87e1-633d5d82aff7 · outbound

This paper cites Towards end-to-end unified scene text detection and layout analysis.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Towards end-to-end unified scene text detection and layout analysis

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.554970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 210b4449-ce46-401d-85b4-767576d4ae98 · outbound

This paper cites Textocr: Towards large-scale end-to-end reasoning for arbitrary- shaped scene text.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Textocr: Towards large-scale end-to-end reasoning for arbitrary- shaped scene text

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.591873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 751405ab-7c29-4c9e-8b38-2ded99a6337d · outbound

This paper cites Abcnet v2: Adaptive bezier-curve network for real-time end-to-end text spotting.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Abcnet v2: Adaptive bezier-curve network for real-time end-to-end text spotting

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.561641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b19aa20e-9a73-4309-b68d-b1054d2b7f06 · outbound

This paper cites Open images v5 text annotation and yet another mask text spotter.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Open images v5 text annotation and yet another mask text spotter

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.589552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0be2cda8-8f54-49a1-a482-df1179e01030 · outbound

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

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Doclaynet: A large human-annotated dataset for document-layout segmentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.619159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f4e6febe-c698-42c8-9c04-6c94d882ab9e · outbound

This paper cites Icdar2017 robust reading chal- lenge on multi-lingual scene text detection and script identification- rrc-mlt.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Icdar2017 robust reading chal- lenge on multi-lingual scene text detection and script identification- rrc-mlt

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.564412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e6fccc06-10fc-477d-a5e2-7c92fd14288c · outbound

This paper cites Coco- text: Dataset and benchmark for text detection and recognition in natural images.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Coco- text: Dataset and benchmark for text detection and recognition in natural images

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.578499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f6477e2c-4157-4a71-863e-560eacbf0db6 · outbound

This paper cites Vision grid transformer for document layout analysis.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Vision grid transformer for document layout analysis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.583106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18a860fa-498a-47d2-8ee4-2b242c3a20a7 · outbound

This paper cites Ocr-free document understanding transformer.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Ocr-free document understanding transformer

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.576089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9038b828-7e2e-47ae-b98c-4c98f97df9b7 · outbound

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

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Publaynet: largest dataset ever for document layout analysis

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.598747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b8f1e4f2-29e6-4bc8-830f-c8b649fec6f7 · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.566818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0c303b5f-53ce-487f-b7f4-737d6dd13490 · outbound

This paper cites Conditional text image generation with diffusion models.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Conditional text image generation with diffusion models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.596170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b79dadf4-a3d8-439a-97da-672bae7a6d53 · outbound

This paper cites Towards unified scene text spotting based on sequence generation.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Towards unified scene text spotting based on sequence generation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.614070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a323e862-da0d-448e-91a0-349e9e29b5f0 · outbound

This paper cites Challenges in end-to-end neural scientific table recognition.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Challenges in end-to-end neural scientific table recognition

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.593840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4b29dbe5-aecb-43c7-a22b-35ba7d679a91 · outbound

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

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Tablebank: Table benchmark for image-based table detection and recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.557251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5d0f5c36-bd14-40ce-be5d-8218542424be · outbound

This paper cites An open approach towards the benchmarking of table structure recognition systems.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models An open approach towards the benchmarking of table structure recognition systems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.559559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b12533ee-63d3-49ce-9193-e7f8bbdc9081 · outbound

This paper cites Icdar 2019 competition on table detection and recognition (ctdar).

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Icdar 2019 competition on table detection and recognition (ctdar)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.587593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e9776811-ce66-4bc5-aa16-9c4055d19ad2 · outbound

This paper cites Parsing table structures in the wild.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Parsing table structures in the wild

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.616495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d0b25758-1fa5-481c-8a05-2d66df6560ef · outbound

This paper cites Visual understanding of complex table structures from document images.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Visual understanding of complex table structures from document images

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.601327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e3d7c24c-885e-418b-9a3d-522d468b3c32 · outbound

This paper cites Icdar 2013 table competition.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Icdar 2013 table competition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.580948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e2cbbbd0-0ab7-4a5c-8f6a-12f1370ce05e · outbound

This paper cites Com- plicated table structure recognition.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Com- plicated table structure recognition

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.603614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d3b52e2a-10dd-4821-8851-b8108b94d53b · outbound

This paper cites Pubtables-1m: Towards comprehensive table extraction from unstructured documents.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Pubtables-1m: Towards comprehensive table extraction from unstructured documents

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.611610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9b65f55a-32a5-4e6b-8fcc-f75339006c80 · outbound

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

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Image-based table recognition: data, model, and evaluation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.552622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bb386544-2e6a-4f95-9fe7-77924694580c · outbound

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

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Global table extractor (gte): A framework for joint table identifica- tion and cell structure recognition using visual context

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.571447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 85653bd0-aa54-4f63-8088-807f7dcc162e · outbound

This paper cites Pingan- vcgroup’s solution for icdar 2021 competition on scientific literature parsing task b: table recognition to html.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Pingan- vcgroup’s solution for icdar 2021 competition on scientific literature parsing task b: table recognition to html

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.585188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a10ba39d-4254-4358-a6e8-d031c44d6f7a · outbound

This paper cites Improving table structure recognition with visual- alignment sequential coordinate modeling.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Improving table structure recognition with visual- alignment sequential coordinate modeling

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.569158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3557634e-ba91-40fd-a72d-6117be7c09e6 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:47:22.623354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 857f6a40-f154-4e3a-9f17-8ddba77c1603 · inbound

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning cites this paper.

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T07:02:44.498255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1082df2f-537e-4cea-aac1-077ec8bce7d1 · inbound

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding cites this paper.

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:30:25.554263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f966fed9-3b47-4c38-b93f-9d4146b8e943 · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:01:20.564324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff975bca-8771-4def-a02b-a6391413d32d · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T16:38:37.451063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7e96e1-cd41-4ed5-856a-ee7c982473f9 · inbound

InstructTable: Improving Table Structure Recognition Through Instructions cites this paper.

InstructTable: Improving Table Structure Recognition Through Instructions OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:58:16.054688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35b5a14a-efa8-437f-b74a-ebd5a49636e3 · inbound

MolmoWeb: Open Visual Web Agent and Open Data for the Open Web cites this paper.

MolmoWeb: Open Visual Web Agent and Open Data for the Open Web OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-05-11T05:40:58.655472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 31c2d01d-f65f-4b92-bab1-50c8e0dbed3b · inbound

AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding cites this paper.

AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-05-09T06:20:38.679110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8dfae63a-20a8-434a-a161-58a7e4fbb871 · inbound

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment cites this paper.

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 127

Resolution: verified exact; local_arxiv, observed 2026-05-15T01:58:28.772144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c4e55fcd-f82a-4e91-b124-51c1dfa09309 · inbound

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment cites this paper.

Reference 127

Resolution: verified exact; local_arxiv, observed 2026-05-19T16:47:40.420945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 286a4907-071d-463b-a99f-d7ca1b40faae · inbound

StepGuard: Guarding Web Navigation via Single-Step Calibration cites this paper.

StepGuard: Guarding Web Navigation via Single-Step Calibration OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-06-27T01:40:21.154131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.