Paper Citation Record · LEDGER

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 7 inbound Pith citation observations for arXiv:2506.14477.

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

pith.paper-citation-record.v1
2506.14477 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:22:54.535966Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T20:25:41.773345Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy9
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2d32a19c-4d59-4236-b959-e08216b9825d · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:51.753451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7774e6-3325-4e6e-bf8b-7e95a58a00b9 · outbound

This paper cites Qwen2.5-VL Technical Report.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:51.860423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7388a4-11ac-476c-ae75-e63a829f11ec · outbound

This paper cites Windows agent arena: Evaluating multi-modal os agents at scale.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Windows agent arena: Evaluating multi-modal os agents at scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:51.950544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2353729b-ff92-4bbc-8c43-bda837e9d758 · outbound

This paper cites Webvln: Vision-and-language navigation on websites.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Webvln: Vision-and-language navigation on websites

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:57.716329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47c1ac74-6b45-427b-b99b-8e28379bdd5c · outbound

This paper cites SeeClick: Harnessing GUI grounding for advanced visual GUI agents.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies SeeClick: Harnessing GUI grounding for advanced visual GUI agents

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:57.451354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4469dc94-6b1a-442b-92f5-26c8fd48517c · outbound

This paper cites Human-Centered LLM-Agent User Interface: A Position Paper.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Human-Centered LLM-Agent User Interface: A Position Paper

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.255209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be1898ad-6d82-4ad4-b833-c2617bbfab79 · outbound

This paper cites Mind2web: Towards a generalist agent for the web, 2023.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Mind2web: Towards a generalist agent for the web, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.388884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5f76b0-dd30-4732-85ca-e4511fdd5b23 · outbound

This paper cites Chatglm: A family of large language models from glm-130b to glm-4 all tools, 2024.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Chatglm: A family of large language models from glm-130b to glm-4 all tools, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.490153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0a7d0f-973a-4f99-a712-48e9d39a4164 · outbound

This paper cites Rule-based exploratory testing of graphical user interfaces.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Rule-based exploratory testing of graphical user interfaces

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T00:22:54.844030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35797016-39b9-4841-ae7e-ba7f47f0e5fc · outbound

This paper cites Cogagent: A visual language model for gui agents, 2023.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Cogagent: A visual language model for gui agents, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.653827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4fe0d3-edde-41bb-a828-5043bfa140c3 · outbound

This paper cites Mapping natural language instructions to mobile ui action sequences.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Mapping natural language instructions to mobile ui action sequences

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:57.229829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9b674cc-0ab6-4c3a-8888-a49c58b29e6f · outbound

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

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.869086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1bb0ac9-7f5d-45b2-987b-071246c6d717 · outbound

This paper cites GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:52.957495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f972f47-5cb9-401e-8fd3-10e942371ccc · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue, 2024.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Weblinx: Real-world website navigation with multi-turn dialogue, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:57.025092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a19b2c5a-dcd0-4e5d-906e-49e28fcfe9c8 · outbound

This paper cites Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.167344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274f392c-5131-4aea-85df-a59c4926a87a · outbound

This paper cites GPT-4o System Card.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies GPT-4o System Card

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.299665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d7a3fb-faed-4e6f-83f4-d9beaa7414bc · outbound

This paper cites GPT-4 Technical Report.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies GPT-4 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.383733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba86a8bb-15af-41fc-bb87-19c826502fe3 · outbound

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

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.465622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89786d19-d1f2-4a1d-b693-e5f3814b95b2 · outbound

This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Android in the Wild: A Large-Scale Dataset for Android Device Control

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.529142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbc522fb-5139-4fe4-8297-a0fa402fef97 · outbound

This paper cites jrapture: A capture/replay tool for observation-based testing.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies jrapture: A capture/replay tool for observation-based testing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:56.791319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d9a397d-78ea-416e-8336-739687dba955 · outbound

This paper cites META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.778129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffffdc1d-0b7f-4da2-bdfa-5d80492e8e22 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Gemini: A Family of Highly Capable Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.861615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57af2835-8520-4810-a1d3-dd2b45fef98a · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:53.927081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab43e56-f2f4-44c0-9293-8da1f2c88dc4 · outbound

This paper cites WebWalker: Benchmarking LLMs in Web Traversal.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies WebWalker: Benchmarking LLMs in Web Traversal

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:54.000576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25794e44-6af3-4ffa-a433-207a01057d57 · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:54.049286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96696485-99ac-4c00-9031-b1036e00e25f · outbound

This paper cites WorldGUI: An Interactive Benchmark for Desktop GUI Automation from Any Starting Point.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies WorldGUI: An Interactive Benchmark for Desktop GUI Automation from Any Starting Point

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:54.117886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbaf1be6-276b-4acd-a394-d7d6a79a7352 · outbound

This paper cites human: Detected an ad pop-up blocking the process.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies human: Detected an ad pop-up blocking the process

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:56.564627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97987c50-64bf-49bc-bdd7-8ddd3fa36340 · outbound

This paper cites human: Detected a cookie pop-up blocking the process.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies human: Detected a cookie pop-up blocking the process

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:56.344914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 298cb8cd-8087-40bd-901d-da5a14b3e802 · outbound

This paper cites human: Detected that the page is loading.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies human: Detected that the page is loading

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:56.099700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba07e2f3-5fe2-4d5f-90fd-5ba78b610465 · outbound

This paper cites ele_loc": {.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies ele_loc": {

Reference 31

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T00:22:55.889506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac13a7aa-861a-4070-aefe-c6ef4a047379 · outbound

This paper cites All data were collected via non-identifiable interaction traces from internal annotators performing routine tasks on public applications.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies All data were collected via non-identifiable interaction traces from internal annotators performing routine tasks on public applications

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:22:55.733924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45ae3cce-80bf-42d4-9df9-e4f6c18ab5b3 · outbound

This paper cites ISBN 1581132662.

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies ISBN 1581132662

Reference 2000

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:22:55.351937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 69f6f898-5f31-43df-9fb8-041ad79b62d0 · inbound

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning cites this paper.

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T21:01:51.141806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6da33b25-0e6f-44b6-9d95-4805d9170a65 · inbound

GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models cites this paper.

GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:40:26.055335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d28bc6e-2359-4923-87e7-38cb5ce8f72d · inbound

GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models cites this paper.

GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T20:25:41.773345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0f5677-74a3-409d-80cf-51c0d999695a · inbound

CUJBench: Benchmarking LLM-Agent on Cross-Modal Failure Diagnosis from Browser to Backend cites this paper.

CUJBench: Benchmarking LLM-Agent on Cross-Modal Failure Diagnosis from Browser to Backend GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:51:13.474772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dfe15e29-06d4-4b41-903f-b45bd6a6966e · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:12.059916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dbc98d69-ca0c-4a8e-a640-db6f6b913d66 · inbound

Benchmarking and Improving GUI Agents in High-Dynamic Environments cites this paper.

Benchmarking and Improving GUI Agents in High-Dynamic Environments GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:31:13.890928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b07fa4c9-20fc-41b0-af61-38d8152d0ef5 · inbound

Benchmarking and Improving GUI Agents in High-Dynamic Environments cites this paper.

Benchmarking and Improving GUI Agents in High-Dynamic Environments GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:00:56.146223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.