Paper Citation Record · LEDGER

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure

As of 10 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.04334.

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

pith.paper-citation-record.v1
2607.04334 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:47:00.222759Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15d12ab7-d2d9-4368-b527-25ca6bcd0269 · outbound

This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:58.841614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b21fe9-7339-4c3e-a3ef-5b1aeeeee905 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.178429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5298c8ae-7e9b-4f57-9269-5cf9826aef89 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.230300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951c97af-1154-4603-8870-393df154e43d · outbound

This paper cites arXiv preprint arXiv:2506.14866.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure arXiv preprint arXiv:2506.14866

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.290377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2764b688-9b77-44b9-998c-1f4d46165ba5 · outbound

This paper cites ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.376649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee9538c-55f7-44f6-a56c-cf5914914214 · outbound

This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.431501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5453de06-1f7f-4108-9b85-0fc9491ad060 · outbound

This paper cites Lu, Y.; Yang, J.; Shen, Y.; and Awadallah, A.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Lu, Y.; Yang, J.; Shen, Y.; and Awadallah, A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.525844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d7466f-4b58-4f7c-b509-160ddb2445fc · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure OmniParser for Pure Vision Based GUI Agent

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.575883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc245f2-2e48-40df-8466-d0decfa321f5 · outbound

This paper cites EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.620484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf4ed8f-733b-46d6-9969-5d601899d01e · outbound

This paper cites Screen2AX: Vision-Based Approach for Automatic macOS Accessibility Generation.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Screen2AX: Vision-Based Approach for Automatic macOS Accessibility Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.664562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996e118c-88ca-4ee1-9da6-2fda21019d87 · outbound

This paper cites Grounding Driving VLA via Inverse Kinematics.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Grounding Driving VLA via Inverse Kinematics

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.721136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fedaa37c-b4e5-407b-92c3-dde930a09257 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.778832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba51528-3455-426f-af8b-605bca05dc8a · outbound

This paper cites Rawles, C.; et al.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Rawles, C.; et al

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.884489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17508232-d0e0-4ba5-83df-ee9000dae65a · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.942292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e727ae0c-600b-4cf3-89ba-cc896f1a1ae7 · outbound

This paper cites arXiv preprint arXiv:2508.04412.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure arXiv preprint arXiv:2508.04412

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.975207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391a9e9e-7619-465e-90e6-0926a541c8b4 · outbound

This paper cites Wu,Q.;Cheng,K.;Yang,R.;Zhang,C.;Yang,J.;Jiang,H.; Mu, J.; Peng, B.; Qiao, B.; Zheng, L.; et al.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Wu,Q.;Cheng,K.;Yang,R.;Zhang,C.;Yang,J.;Jiang,H.; Mu, J.; Peng, B.; Qiao, B.; Zheng, L.; et al

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.995637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb09fa53-9950-4b24-980c-143511f6dbf7 · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.045453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6d3349-a716-4847-ba23-f604a29b0dae · outbound

This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.078234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 375d6bab-54a4-47b5-a37b-efe43ed52d82 · outbound

This paper cites Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.112259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2028c1b9-7883-4914-b5a4-9d0cea7808d9 · outbound

This paper cites Hallucination as Exploit: Evidence-Carrying Multimodal Agents.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Hallucination as Exploit: Evidence-Carrying Multimodal Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.150429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e18209-2cbc-4092-8fb5-4d8e829d4cc5 · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.184606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26251104-136d-484b-bb95-87c45c01aabf · outbound

This paper cites err” is the text-swap / stale-node action error, “SF.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure err” is the text-swap / stale-node action error, “SF

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:47:00.222759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1962c545-3095-46c3-9240-8e6c34aa1f8b · outbound

This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.478572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e79545e-a2c6-4745-8949-f44f76221267 · outbound

This paper cites Mind2Web: Towards a Generalist Agent for the Web.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Mind2Web: Towards a Generalist Agent for the Web

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.023831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d88eb89-7126-4b75-a01e-8914a9c9e72b · outbound

This paper cites GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:58.780844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d9f4ea4-8334-4b5c-b423-04957040df4c · outbound

This paper cites Chen, D.; et al.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Chen, D.; et al

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:58.718693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eec5a4e-4779-45c9-b3cf-367bed3ba159 · outbound

This paper cites MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory.

Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T08:46:59.069624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.