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Paper Citation Record · LEDGER

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

As of 14 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 4 inbound Pith citation observations for arXiv:2412.18426.

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

pith.paper-citation-record.v1
2412.18426 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:44:46.874152Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:46:59.717677Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T11:32:48.248183Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2a84be2-0e43-4a78-abb5-f29b5773d236 · outbound

This paper cites Accessed: 2024-11-13.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Accessed: 2024-11-13

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.559605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.671703Z digest=sha256:41000df28a92acacb345198b4fabdd0a239f58ea063bb57d8924e50827f0d849

Observation 55e17f6c-3c53-4ce3-9a82-2a6adb35f5da · outbound

This paper cites Accessed: 2024-11-13.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Accessed: 2024-11-13

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.547510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.676927Z digest=sha256:85156e7d6397fcbe9607bac4ada065c43c408555def053b3cb87c8f0922f08b5

Observation da35bc5e-a1fc-46df-bb74-0d69931d5b48 · outbound

This paper cites GPT-4 Technical Report.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent GPT-4 Technical Report

Reference 3

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no resolver link, observed 2026-08-11T04:44:46.681751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.681751Z digest=sha256:b4ca9cc12826d1823c213503385fe3e2e70972b2d9629a4c48e50feac8238bd5

Observation 2782506b-3ce1-4d6f-8665-cd61c7207d3c · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Flamingo: a visual language model for few-shot learning

Reference 4

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no resolver link, observed 2026-08-11T04:44:46.687281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.687281Z digest=sha256:36a716d0c262f0e115172183d4693d13287f30af0d909e063bc7ba769798215a

Observation e397c99a-3f09-44c2-b262-305c47617fec · outbound

This paper cites Continuous integration and visual gui testing: Benefits and drawbacks in industrial practice.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Continuous integration and visual gui testing: Benefits and drawbacks in industrial practice

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.530201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.693522Z digest=sha256:d99b3ad53edcb769e8646838054373781debdde60b9ade7c15722bf5bd55d1d1

Observation 1f82ccef-21f4-4976-b490-63ca609190d4 · outbound

This paper cites Introducing the next generation of claude,.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Introducing the next generation of claude,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.519125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.698442Z digest=sha256:cf8804a4565dabbbdc77dca651236234c612803a7e4363625c433095df87dc25

Observation 5fa2b578-3d1b-4486-84ea-cb45374b99e5 · outbound

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

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.702743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.702743Z digest=sha256:1ebfa91ff6e97936f48f01a61615c6a29994f7e5cfa6f4ef7cf050233607e04c

Observation 0487c0bc-e93c-4ca5-9c5d-658754e9637f · outbound

This paper cites Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.707795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.707795Z digest=sha256:9183171e0fc328900c206893d2243af8f2a1c98bd34ff865dc29a09a34e20f87

Observation f7588999-284d-476e-9784-cbd7a29f61a3 · outbound

This paper cites Comprehensive semantic repair of obsolete gui test scripts for mobile appli- cations.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Comprehensive semantic repair of obsolete gui test scripts for mobile appli- cations

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.508152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.712630Z digest=sha256:e15811c4611dc6f5934d8db1000f4ffc559584ea5546968ef29e41cc5568324b

Observation b0c42221-4f71-4246-9cca-8eb09b130b83 · outbound

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

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.717174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.717174Z digest=sha256:001dfff113deb39534bfc8923ef0d1aa3c097d17aae924c02f27293975659ea4

Observation 833eda62-da73-4a8e-a2c2-049dc35d361c · outbound

This paper cites Palm: Scaling language modeling with pathways.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Palm: Scaling language modeling with pathways

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.721270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.721270Z digest=sha256:48aacd1ebe06c6f9e4e9a5e57e898db291c54be763173c0c48986759592a21e0

Observation a69dc599-b2fa-482d-8565-03eb5a37d783 · outbound

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

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mind2web: Towards a generalist agent for the web

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.487608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.727101Z digest=sha256:f0458a6b763fd7090417c527716caf608d2aa0f4c8dd7e6f4e2df961696c037d

Observation f4267123-07f3-45ca-b471-abce997b2b8a · outbound

This paper cites Mutapk: Source-codeless mutant generation for android apps.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mutapk: Source-codeless mutant generation for android apps

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.475610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.731402Z digest=sha256:54d3cbdaee956df41d6a6d8ac78f1353351545b314e6a19fac8493068afd107c

Observation 2df87f5b-669a-48db-8f8e-6f4ed6874987 · outbound

This paper cites Mutapk 2.0: A tool for reducing muta- tion testing effort of android apps.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mutapk 2.0: A tool for reducing muta- tion testing effort of android apps

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.462660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.736093Z digest=sha256:2105320df7e7d2e8c80b9ac5b68936c6de286f9cddfe8fe6b9f5de15018a824a

Observation 86cd339f-dcbe-4997-976a-0170cdf44a5c · outbound

This paper cites Github repository of applications, 2024.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Github repository of applications, 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.450712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.740670Z digest=sha256:6af1ec4b54b24ac68453ff3c4d101bdc572ab873c7877f838ef5aaf6340c24d6

Observation faeca9f2-d7ba-462b-bbf0-a13eafc6698b · outbound

This paper cites Learning to Navigate the Web.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Learning to Navigate the Web

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.744628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.744628Z digest=sha256:2f6c408eb0947c07282d301c89e9467978449a78f074ad03ee6f87df4f410b51

Observation 64eb8f19-0129-4dc0-bd33-d61e5f9aa988 · outbound

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

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Cogagent: A visual language model for gui agents

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.439082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.748850Z digest=sha256:0ebd64efa5eeaaeaf8fbd65528a309e1073c1e39a34f61793533110d5d4aa03d

Observation 30ffee08-4c2d-4e31-abe4-6374ef5df2fe · outbound

This paper cites Appflow: using machine learning to synthesize robust, reusable ui tests.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Appflow: using machine learning to synthesize robust, reusable ui tests

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.426833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.752563Z digest=sha256:e1825713df8bc3e8bd14024390f201cc97262e90dcd301c027293a4f3931b26f

Observation 0916b735-0951-4472-b57b-44ed9d562796 · outbound

This paper cites AUITestAgent: Automatic Requirements Oriented GUI Function Testing.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent AUITestAgent: Automatic Requirements Oriented GUI Function Testing

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.756130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.756130Z digest=sha256:4261807252906d0488bfa322b4f5cbaf091a29a9ed0cd9535e67511711639951

Observation 7310a044-af5e-46d3-9fa7-ef2c8a40be03 · outbound

This paper cites Classify- ing and qualifying gui defects.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Classify- ing and qualifying gui defects

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.414925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.760312Z digest=sha256:2e0f966082adbeee850ef635504dfb85ad6fb4eee3b096634637d42361f95baa

Observation daef39e1-f4c1-48d8-a84a-0ae33a526738 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.765019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.765019Z digest=sha256:2d24b62b51a4331d773e1c47a54342ad3ee1dc2c28101f46f7cdd58926dad5f1

Observation f22250f3-3362-44a0-9064-e40d0e4502e7 · outbound

This paper cites Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.769849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.769849Z digest=sha256:0a8a2471757b2784c1b1386fedbaac6235ebc0341e325b2f897e95c81a530755

Observation fbb65a86-49ab-411e-a2cf-cc419e83f235 · outbound

This paper cites Mapping Natural Language Instructions to Mobile UI Action Sequences.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.774354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.774354Z digest=sha256:8deb7bd53dc2b1b6b648cb7ed10a3d307b8646175818fefdee4adfcb3f4dcba0

Observation eb237405-544f-41e2-8b29-b643796c7789 · outbound

This paper cites Visual instruction tuning.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Visual instruction tuning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.778431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.778431Z digest=sha256:41adb0eeecfade7b0f067f326db088704984e0544ea35fd9edac56112c0c792e

Observation 29a08ac2-2249-4036-b19d-da65e728fd32 · outbound

This paper cites Fill in the blank: Context- aware automated text input generation for mobile gui testing.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Fill in the blank: Context- aware automated text input generation for mobile gui testing

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.395338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.782318Z digest=sha256:20fefe258f0f33251a12acde96520dd50abaf875fc6e1062fff87113047dc5bd

Observation d5e2a8a0-25c6-4457-8c06-365604f8d23f · outbound

This paper cites Chatting with GPT-3 for Zero-Shot Human-Like Mobile Automated GUI Testing.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Chatting with GPT-3 for Zero-Shot Human-Like Mobile Automated GUI Testing

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.786235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.786235Z digest=sha256:4e054c99172da503098bcb8ba8d6cd00926b8b75197d5cc60a9ae98be433294b

Observation 9f5b9b4b-cefe-4bed-ba11-988ca5e25037 · outbound

This paper cites Make llm a testing expert: Bringing human-like interaction to mo- bile gui testing via functionality-aware decisions.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Make llm a testing expert: Bringing human-like interaction to mo- bile gui testing via functionality-aware decisions

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.382659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.790560Z digest=sha256:181ca656356b2d8db53eb27e4a462b0995279c639a5f6e0916d7d9675ef72265

Observation c38243ae-d717-453b-9edc-6db3ab7efa1e · outbound

This paper cites Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.795045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.795045Z digest=sha256:32449868e14ba63e5297de19ba37b43abef94c877dd434507f75814f4cb522c7

Observation f26977b6-d562-4d59-9092-05ba2bbdfdfa · outbound

This paper cites Liu, J.J.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Liu, J.J

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.348686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.799435Z digest=sha256:d9d9def41fe1cbeb02d9feec3c0f8052d0b0bc0ac8f7540957a48ac494e5cf07

Observation 4d1c7a05-b29f-4b0d-9c09-6d5f986377c0 · outbound

This paper cites CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.803644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.803644Z digest=sha256:658238da15e1883ea4e216cab4dc90b42f4bbf3744a66df24009d6ca4a183a52

Observation 33ce3058-ab57-4364-9124-c28b49387a65 · outbound

This paper cites Droidbot-gpt: A lightweight model-driven tool for automated gui testing on android.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Droidbot-gpt: A lightweight model-driven tool for automated gui testing on android

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.272497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.807802Z digest=sha256:9524e72042cdd5f67f698dd90f7b317c8b067f5026325f08f7a7756faa84b020

Observation 495cba55-e57a-4458-9cd0-5bbe59630c5f · outbound

This paper cites Training language models to follow instructions with human feedback.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Training language models to follow instructions with human feedback

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.811523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.811523Z digest=sha256:10092c0599ae412e1425a4e60d55a686f61648921a4e1285de329ed0baafbc7d

Observation 78836912-0b51-48de-8271-4936fca053f4 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.815187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.815187Z digest=sha256:3a171c302ea09b7234ae925214a490755950fbb6cbc434b51c29083e0c526265

Observation 65053a19-3aa1-4ccb-87e1-b95ffd3d35d8 · outbound

This paper cites Androidinthewild: A large- scale dataset for android device control.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Androidinthewild: A large- scale dataset for android device control

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.228971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.819382Z digest=sha256:2d111eb21e2d4b6373644e91b58b33698fd8daa931290712f6fbce7c6f76ee7c

Observation b536c8b3-692f-4dea-8103-ad151fb19355 · outbound

This paper cites World of bits: An open-domain plat- form for web-based agents.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent World of bits: An open-domain plat- form for web-based agents

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.216197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.823058Z digest=sha256:7579ae44d2490c422fd3a0430a4154f14880d6747d29b2a0f37511648d7246ec

Observation fd417dba-4cd0-40ff-9a9f-7f70b5b43db1 · outbound

This paper cites Benchmarking auto- mated gui testing for android against real-world bugs.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Benchmarking auto- mated gui testing for android against real-world bugs

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.202674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.826986Z digest=sha256:5e891e8d315cfe8b45874d849600e845498be2e9810137d6d7079919d53e0659

Observation 21282693-0881-4c6f-9d76-71b82851420f · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent LLaMA: Open and Efficient Foundation Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.830803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.830803Z digest=sha256:007428ebdc01f4cd751a4b894b4501b1dc2bb522dbe5d07d71b253ad88db8a73

Observation d73d98f5-751f-4a33-bcdd-18c4ee8ff71a · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.835430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.835430Z digest=sha256:eafed34be61cb2ff5546a3ef18b8fa73230af4bc8c623f5ef550549f1eece59e

Observation 1576d21f-65e0-436f-ae02-6a0420d567bc · outbound

This paper cites Agent Workflow Memory.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Agent Workflow Memory

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.839975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.839975Z digest=sha256:b2a5da73f24bc90f32bdc91bfd366dbf38fcd086c22612e51501d669eb7ef37a

Observation 3c6d0164-836b-4372-b161-58fb40a06549 · outbound

This paper cites AutoDroid: LLM-powered Task Automation in Android.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent AutoDroid: LLM-powered Task Automation in Android

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.843936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.843936Z digest=sha256:7145dc0d29f1fb3fa956e8629b8996cf0ea5c7fb9d95617db0e2d2750053cdc4

Observation b0300a96-42d2-447b-8ff4-196507f13657 · outbound

This paper cites An empirical study of functional bugs in android apps.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent An empirical study of functional bugs in android apps

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.188326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.848490Z digest=sha256:cefdfb0adbbf67a5a8e17280add32ec1b4c99ef78f39ffa74b79b08094b3bebb

Observation 7da30511-b097-44a0-bbf8-6ab4413beceb · outbound

This paper cites Ferret-ui: Grounded mobile ui understanding with mul- timodal llms.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Ferret-ui: Grounded mobile ui understanding with mul- timodal llms

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.174652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.852597Z digest=sha256:ee495f4e7111fc8365a04b9fbe26c599efefee2f45ac0646917eb1aeb3a73da4

Observation 2fd9faa3-72af-4517-96d1-cc07da991f61 · outbound

This paper cites Ferret-ui: Grounded mobile ui understanding with mul- timodal llms.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Ferret-ui: Grounded mobile ui understanding with mul- timodal llms

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.159559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.856765Z digest=sha256:87937d51e4c576b7aee01d7e24f3e0e393561c3b183151510a5985613f16a5bb

Observation 50b1ee70-600a-4ecc-a440-4b253595327b · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent AppAgent: Multimodal Agents as Smartphone Users

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.861368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.861368Z digest=sha256:8d213d83c7ce6a87a4c88d3730148388ca518192b7597667954b112601671118

Observation efe454dc-5f23-4faf-9f07-ee5974e76f20 · outbound

This paper cites Android in the Zoo: Chain-of-Action-Thought for GUI Agents.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Android in the Zoo: Chain-of-Action-Thought for GUI Agents

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.866156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.866156Z digest=sha256:c84250418ff46c020abe69fac5e02fe6afabeedd2443eda167857b9ce961cace

Observation 19e3cf4d-ec51-4129-aa81-5c2dc9db81d7 · outbound

This paper cites Synapse: Trajectory-as-exemplar prompting with memory for computer control.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Synapse: Trajectory-as-exemplar prompting with memory for computer control

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:44:47.146015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T04:44:46.870548Z digest=sha256:3931771e86c8074b04811d78207690be977633dec89c0a90b2e03c19890e17e7

Observation f0d7dbfe-201c-46b4-a344-a7a6ca01b886 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.874152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.874152Z digest=sha256:04b4e4458aacab13f80e50847ff0c1f548ca81fac3ab9f05ddbf2c2c3fd66edd

Pith citing papers

Observation 05da360d-ea32-484f-aa85-7713286d6a9f · inbound

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents cites this paper.

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T11:46:59.717677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:46:59.717677Z digest=sha256:d86ab25f102a04133215d5219e132416357b88b40b9d0deb38bd6c00b04a313a

Observation 30668741-96bf-4270-820e-6a679d287baa · inbound

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception cites this paper.

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T21:17:00.854343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:17:00.854343Z digest=sha256:a7919ab1d79dd8e79b1fcaa076b73de43384d87c310ba2da7fb95611d8ed70b3

Observation 5b46c11b-5e5e-4743-b938-aec0ac720200 · inbound

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents cites this paper.

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:32:48.250229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-16T11:31:16.087579Z digest=sha256:f87a41a2c77cce78b93ba6e7a1f3899db2a6efbb836a1335013ab0bb86f6ca4a

Observation ce919bbb-827d-44a7-9c96-662dd5f16648 · inbound

WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements cites this paper.

WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:02:24.857388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-16T06:02:14.073712Z digest=sha256:d782c72963130da32fa2a5c32f0125c2866305dd92af8dc95405f22332401c44