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Paper Citation Record · LEDGER

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents

As of 7 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 3 inbound Pith citation observations for arXiv:2604.17284.

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

pith.paper-citation-record.v1
2604.17284 v1

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:27:19.717895Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:20:32.432002Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T05:27:39.585003Z

Reference resolution

86 of 86 outbound references displayed

  • verified exact23
  • verified fuzzy55
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2469c233-2498-4980-8461-68b9249c5dea · outbound

This paper cites Qwen2.5-VL Technical Report.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Qwen2.5-VL Technical Report

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.926522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:3948739e26ed002f720ff85482fe503b1c9ac4a3d617f898318966470af2987e

Observation 9950db39-cb1e-49c4-9fdb-d4fc163f64a6 · outbound

This paper cites Qwen3-VL Technical Report.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Qwen3-VL Technical Report

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.936689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ca6adff5d9cc0e530109b50f9622af8415e72017d00bd207ca05f9892980a0fc

Observation 2bf4a60d-52ba-4c9d-80d2-b1a06b0d2cc1 · outbound

This paper cites GPT-4o System Card.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GPT-4o System Card

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.944004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:1e1d3c45a3d605c4c411646cb04771f200117fe4ee4c9267b827899c5ee6fa7c

Observation bdb7f0d6-ecde-44a1-97f1-7a94cfb4faa7 · outbound

This paper cites Model evaluation – approach, methodology & results: Gemini 3 flash, December 2025.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Model evaluation – approach, methodology & results: Gemini 3 flash, December 2025

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.508510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:125d4375459b6aa8b3d11a9279efb24b39a18174e28f0cb77e6757c07d123bdc

Observation a3a86171-57dd-486f-8953-6f808835a277 · outbound

This paper cites Os-atlas: Foundation action model for generalist gui agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Os-atlas: Foundation action model for generalist gui agents

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.403840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b6457ee5378cb315509b2a1ab8bdb8c7fbc628acbe02ed9bc7e287e10b1ff9ee

Observation ed06181d-c4ae-4edf-b97a-71312eb1b961 · outbound

This paper cites Opencua: Open foundations for computer-use agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Opencua: Open foundations for computer-use agents

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.478538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:765e4452d62cc2270735aac8b6c29146cce2a318dc072ebff0e60fbaa6815885

Observation 0f9b056e-cfe8-41d9-ab82-6a5592562097 · outbound

This paper cites Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.518948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5b0730f4ccde62f8f3e859abc6c8ec3405d190b9d3bf1e39afd275f82026983f

Observation 15895f3a-5ea9-411e-b1f2-6f8885f8b751 · outbound

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

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.898934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f2099f2e6a2d1c5f625960dae025ad9b69cab4e95123735f909058dc13912562

Observation 0ec3e247-dd50-4fcc-91c0-509f852d4c96 · outbound

This paper cites Mobile-Agent-v3: Fundamental Agents for GUI Automation.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mobile-Agent-v3: Fundamental Agents for GUI Automation

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:00:48.337118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:59bbf6883459931e509a30f08e8075136ae18af2d42d6d07964823dd6be9ac2e

Observation 54793e07-4e87-427a-aa48-80723c9c3032 · outbound

This paper cites Proximal Policy Optimization Algorithms.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Proximal Policy Optimization Algorithms

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.911092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:0712bcaa0b1fb63e805f578c1d0c542dd094429eddbfa4071a42085a296b22e6

Observation 232f106c-9985-484b-9c0d-79f8b98b6d8a · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.915966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a6c4412ffa55959c455c1477620e5d57c2d36e728a497208b6175c006a1e1b21

Observation ab2f8db2-7750-4b89-9dd4-89d82e38b629 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.901094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9ea1a9810f4f5efdfe88d30a4284070de8cf17cdaa645d37fe1e459c4a48aa07

Observation 177ec8ed-5b0b-45f3-9210-58e2d87033ab · outbound

This paper cites Evaluating object hallucination in large vision-language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Evaluating object hallucination in large vision-language models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.480496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:292e2a425f3a02f0e7445f74d20baa8b019cf2f739022b6c5761676a8cf95f2e

Observation df6f9cc2-2eaf-4d41-b1e4-978a0b070774 · outbound

This paper cites Hallusionbench: an advanced diagnostic suite for entangled language hallucination and visual illusion in large vision-language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Hallusionbench: an advanced diagnostic suite for entangled language hallucination and visual illusion in large vision-language models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.482891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:42f5841c77931ec4500c46c758c38b611c20ba6cd0f91e1beecbe93909fb1acc

Observation 6be78a1e-743e-44e0-8a4b-e759714bc979 · outbound

This paper cites HalluLens: LLM Hallucination Benchmark.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents HalluLens: LLM Hallucination Benchmark

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.913700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bee3a2cf2d1fa6c5e2042a9e8d35fa04d6dcc90a7aeee200ea1f327b1c639451

Observation 6a8f92de-6c9f-4fd8-80c4-6b0d0fdecb8f · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Transactions on Information Systems, 43(2):1–55.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Transactions on Information Systems, 43(2):1–55

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.396066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e332a092d7a6ad4c37162f60772db6e369ecd3072190bfd8b8c2009dae916a6c

Observation c0c9a562-892a-44bd-bb4e-b0c189f444b1 · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.474212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a192aa76b16f9a60d877647240abec3309b93c900ccb7373f8a25255704c5828

Observation d4d91447-6fe5-4afd-9ae6-c5e5d1e1916c · outbound

This paper cites React: Synergizing reasoning and acting in language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents React: Synergizing reasoning and acting in language models

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.398738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9b4c1dfcf7318ad2dc22e676e8ac5071dc0ab45195591e816ece41abaccfbf2d

Observation bae7a86a-f2f4-4b61-9195-a0db6e36b023 · outbound

This paper cites Planning and acting in partially observable stochastic domains.Artificial intelligence, 101(1-2):99–134.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Planning and acting in partially observable stochastic domains.Artificial intelligence, 101(1-2):99–134

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.440643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e04d3f7e072a9c279dc7f4603d075963e8d3ce6c8fdcad7111537233577af30d

Observation a02e0a46-6a8e-4990-a552-078ec2ec430d · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.420725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:37f7b5667cfaabf86e786bd7bd43ee00453fb0aece692b451c13a87e792ec117

Observation a2b4ac0d-5e34-40a4-89a9-3955c6c4c0dc · outbound

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

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.939086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:82dc65097ce0a0aabb36ecabb80f88deb2fa6c1ce76df78cf5e82f8028f50c64

Observation 5b263817-233a-483d-a166-ef45a6258539 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Chain-of-thought prompting elicits reasoning in large language models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.501737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:36349b2902f80ba0d4542824e0c11ec11c40369d46da0d5d5d74f821f4b1fd74

Observation fca5750e-1d49-47a8-b0dd-d689515ee044 · outbound

This paper cites Aguvis: Unified pure vision agents for autonomous gui interaction.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Aguvis: Unified pure vision agents for autonomous gui interaction

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.476282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5a69d026cc27f044ac0d03f4c861aa24e330959cdd64d28551a022994a510957

Observation 0644b139-8f8f-47ba-8ab0-173250a0fbf0 · outbound

This paper cites UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-13T10:13:59.321363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c828306bacebe102a7340511b6077e59a895cc16f8b25f048f308e2753f1af5c

Observation 46175c00-2610-4a06-bf2a-78d88ee8c0b7 · outbound

This paper cites Why Language Models Hallucinate.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Why Language Models Hallucinate

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:24246534f8fb67fc08ad7e60c6f55a1b7d2ec46d718bdb70241241fc2d3a25c1

Observation 5228011c-3dcf-4e4a-9bff-9e388d015931 · outbound

This paper cites On the effects of data scale on ui control agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents On the effects of data scale on ui control agents

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.465016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9d41136de097a07ed3afd3e24421f9cd798264be6daa718469d399976b920d9e

Observation e20c4e00-75fc-44a9-8762-6cdfc5f2f92d · outbound

This paper cites Guiodyssey: A comprehensive dataset for cross-app gui navigation on mobile devices.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Guiodyssey: A comprehensive dataset for cross-app gui navigation on mobile devices

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.425630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5ceb046d1c5f57e0d44a62f96fad55a099b1fd0fec8dd5174c8fadf7e66de0e5

Observation 82a16ae1-70f2-4cd0-8a81-2f60fdad28b7 · outbound

This paper cites G-eval: NLG evaluation using gpt-4 with better human alignment.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents G-eval: NLG evaluation using gpt-4 with better human alignment

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.433175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:7e7389b9be84cf3952bf59116daa11cc3a77f150dec8886823fe1daf1a7b0436

Observation 91e22d53-6aa8-4417-a32b-ca7113535781 · outbound

This paper cites Truthfulqa: Measuring how models mimic human falsehoods.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Truthfulqa: Measuring how models mimic human falsehoods

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.413397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:df2cf5a3fd2e4f098b749507a4a392d3ed4afb379f7f5e70d32e7702a7fac9df

Observation 9c3a3a5d-245f-48f0-af39-445d950af991 · outbound

This paper cites Halueval: A large-scale hallucination evaluation benchmark for large language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Halueval: A large-scale hallucination evaluation benchmark for large language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.490105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:408d11b867240f1ca9c9adc2d99a29d63d40b80f629e005a923c2a3c54a1e46e

Observation 5838c1d4-e0b9-4244-b161-e619cc098d88 · outbound

This paper cites Showui: One vision-language-action model for gui visual agent.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Showui: One vision-language-action model for gui visual agent

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.487480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:139ef66a7934b652cb36262c6fb81dfe2d3d7c66c76c1b9dcea59446df5e2535

Observation 41d5a79e-e1eb-4500-aaee-b1a8d680fa10 · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:16:16.677111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:30785309f3ae04b92ecabd782503e1125ad27c94cd57c167275698e0adfa508b

Observation ed4f6336-eaee-4bbb-8c37-d576d3e879f2 · outbound

This paper cites Screenspot-pro: Gui grounding for professional high-resolution computer use.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Screenspot-pro: Gui grounding for professional high-resolution computer use

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.415604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a82ce7fbae5f73dbc8600b97460ea1d9eef4cf00b96eba439843f6711657b5bd

Observation acf12322-ac6d-434f-801c-7e8d80e371ae · outbound

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

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Cogagent: A visual language model for gui agents

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.418259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bf3c82105827e4f13e15382024b65948fc4e749a9315741cdd22a0c002c7eaac

Observation be433166-db5d-444b-8a11-1c42a55d9aa0 · outbound

This paper cites MobileFlow: A Multimodal LLM For Mobile GUI Agent.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents MobileFlow: A Multimodal LLM For Mobile GUI Agent

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.893866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:65de719349eb15d5558bfbbb28f2090c3b471da1e78c80317ed6b6203a060fcd

Observation 43974b53-9968-48e4-835b-a91b423af890 · outbound

This paper cites Visiontasker: Mobile task automation using vision based ui understanding and llm task planning.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Visiontasker: Mobile task automation using vision based ui understanding and llm task planning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.456289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4cc991cacd2c2bf5950905e3c2e522525b3e10890a471476c78fdeabf0a84031

Observation 1fcf1a8a-1b5e-4b8d-bf43-a166fb08f541 · outbound

This paper cites Navigating the digital world as humans do: Universal visual grounding for gui agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Navigating the digital world as humans do: Universal visual grounding for gui agents

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.443284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:97cb9fc2cf8838ec54d36c228441b54cd23bdd72650295224bc6c67d5fb9bbcb

Observation 7c5b94e9-b168-426b-b03d-0fab08a9ad27 · outbound

This paper cites Seeclick: Harnessing gui grounding for advanced visual gui agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Seeclick: Harnessing gui grounding for advanced visual gui agents

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.462769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4032b1ab71516bed8f66325c1d75dca96c01ced30735be39e245fafa80650e61

Observation 4d58b1bc-4daa-4d36-8259-e388f4b48b49 · outbound

This paper cites Guicourse: From general vision language model to versatile gui agent.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Guicourse: From general vision language model to versatile gui agent

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.445291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:8bfdc2be6b75819ef5b6a0baaecb2c1058254539ea5f907fab6b925ff492238b

Observation 8f1f82e4-5852-4c1f-90d5-1f1703bb5d12 · outbound

This paper cites Os-genesis: Automating gui agent trajectory construction via reverse task synthesis.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Os-genesis: Automating gui agent trajectory construction via reverse task synthesis

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.460653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:3d5c4a610fbd568fa643abb3b5acf1f77c1075199a34a1c678c0db991b682260

Observation 6a80d928-04af-4ac3-9831-0c623b8c283e · outbound

This paper cites Gui-xplore: Empowering generalizable gui agents with one exploration.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Gui-xplore: Empowering generalizable gui agents with one exploration

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.512627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:22d25624f96779699a9ab0b60d428f58a265825f6c0ac43da2944f47ad5b7b41

Observation 591a083e-513b-4aff-8289-d9832d2795a4 · outbound

This paper cites UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:02:41.429566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4910dc77aa2c9f4a353e7c3b8db3b7637dd0fcb04d6e439545dfa333dc924d30

Observation e92c21b1-408b-4416-8b2c-ca6c4db1f312 · outbound

This paper cites GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:10:58.174913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fa7ed74f09c754bd27e6491fb301fbd6405710477b6d583aff4d0f763787e995

Observation 8de5cc9c-c94a-47d3-b6e6-7b1c59f556b8 · outbound

This paper cites History-aware reasoning for gui agents.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents History-aware reasoning for gui agents

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.886040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:7adf40cf66e8e8d325987d8ec6573a362d3c0ba5c1b4b3ee467d727cecd9ddd0

Observation cf5dc89a-09c9-4862-b4d6-c89652e03a7f · outbound

This paper cites GTA1: GUI Test-time Scaling Agent.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GTA1: GUI Test-time Scaling Agent

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-17T13:55:00.131095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bb828e2f0bac95d680a809c252561ad7f84e10ffcf31dba4ea13272693e3987c

Observation 1434fc50-5591-4e86-9492-4c92244470de · outbound

This paper cites Factuality of large language models in the year 2024.CoRR.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Factuality of large language models in the year 2024.CoRR

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.492793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:633aef4b01330cd9c459ffec7740309e0fc23de50f0187b30b05d95cadd002fc

Observation 3208c803-8cc2-42c2-a62b-b93fab34e54d · outbound

This paper cites The troubling emergence of hallucination in large language models-an extensive definition, quantification, and prescriptive remediations.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents The troubling emergence of hallucination in large language models-an extensive definition, quantification, and prescriptive remediations

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.430764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:45d272203a5ea8c762de83958e010f8dc7df8aa6d1dba7b59e0f63f753c8a877

Observation 3dee762f-003e-41df-8060-ca0b69649b48 · outbound

This paper cites Evaluating the factual consistency of large language models through news summarization.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Evaluating the factual consistency of large language models through news summarization

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.497399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fee0c68f0bb96d15919d3b2938e9ba14459439a15b623310d4a744eef6b96a06

Observation e7d28ff4-52b8-48e6-bb4e-901f6cac4022 · outbound

This paper cites Alignscore: Evaluating factual consis- tency with a unified alignment function.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Alignscore: Evaluating factual consis- tency with a unified alignment function

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.435136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:3df9d5e2dfae7db2f201041f2223db4906028de4a218a212cf0332cf346d0e95

Observation 1b5a25bf-4c8b-446a-88b8-590d76e08065 · outbound

This paper cites FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T06:31:30.924077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:3da8633c3462f86a8ef582a2b4c3d059f491310ed365da448e9801f98a9611ae

Observation 7c0aa374-2669-4442-a798-2098547c3e87 · outbound

This paper cites Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.918801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:55e663b35ab5366b20fcff500d59f9b15f9fca1d0349c8eb17e8a6d95b9e943f

Observation 8d1b49e0-82a8-4406-9a1b-170b53c56b56 · outbound

This paper cites Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.503934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a14c00a50214343f61c2beec8d72af1c428076a440f26404d59f6532ec9df8ee

Observation fdaa9ff9-1f5f-4623-94cc-21e71af3a38b · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.423124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fcc17100597f5bbfe4e1bae745c0b96ab83263673506a518262a0bc238c0a2a7

Observation dac8e414-9843-4ae0-85f5-e40914dea448 · outbound

This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Measuring multimodal mathematical reasoning with math-vision dataset

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.514713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:1b086a04a04e2f7f64f7fd6062ea882bbe3f8dc2307d9d0e09d5bf7f5cf984ec

Observation 446314c7-da21-43e7-8fc3-387d5f443f91 · outbound

This paper cites Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InECCV, pages 169–186.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InECCV, pages 169–186

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.532397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5de56dcd493b67d740e2627802a2318cb70639fc1d6e5cb3d4c8ea12cb53a7a4

Observation 7f4e9239-0353-4c58-90f5-bf4c05d23680 · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-12T16:59:50.699339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:2e0691666c929901cdece30f4d2494e5c2c38e85fb2aa0fa3dd9504d0d60ecbf

Observation 7a1b802d-d177-446c-863e-137c8772771b · outbound

This paper cites Mme: A comprehensive evaluation benchmark for multimodal large language models.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mme: A comprehensive evaluation benchmark for multimodal large language models

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.469759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bef093e42c4c70c3b6618be2c1faad425974414497bcfa7b64462f94a0e0b19a

Observation f1a2c365-a23f-4549-b498-17a338e9d208 · outbound

This paper cites Understanding GUI Agent Localization Biases through Logit Sharpness.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Understanding GUI Agent Localization Biases through Logit Sharpness

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.906275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bff93f37ef1d10dec6d216ae7e862e31795fb0408f4e8b315bd9beb32ed105e7

Observation f3369909-03e1-4594-bb46-c9702515f574 · outbound

This paper cites Say one thing, do another? diagnosing reasoning-execution gaps in vlm-powered mobile-use agents.arXiv preprint arXiv:2510.02204.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Say one thing, do another? diagnosing reasoning-execution gaps in vlm-powered mobile-use agents.arXiv preprint arXiv:2510.02204

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:31:30.921520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f478922f27f6d3f0c7c119ded8153bbe1960f5a79b4509e32d3195c20ccd16c1

Observation 83bc8a70-25ea-4eda-af4e-bdca620a5c88 · outbound

This paper cites Swift:a scalable lightweight infrastructure for fine-tuning.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Swift:a scalable lightweight infrastructure for fine-tuning

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.522828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:6ee2b28f6f35c63e9cc1bde5bb39d106da1a316879a5c6ca6f9e432d72764dfb

Observation 465db269-01dc-4e6f-b085-f58b83fb61ce · outbound

This paper cites Hybridflow: A flexible and efficient rlhf framework.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Hybridflow: A flexible and efficient rlhf framework

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.452008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:732e16fb1d400455fec4693754e916550006e817e19666d9517a672452ca0e82

Observation 381ec891-ee8e-4b9a-8e0e-4434a535b01c · outbound

This paper cites Seed1.8 model card: Towards generalized real-world agency.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Seed1.8 model card: Towards generalized real-world agency

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.467120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c7a425c70178b468255eaf979b4a9a35ba9e2379f3682c27d49f621d817e6d02

Observation 372a6283-719e-4157-b7ff-b1d5f00940e5 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-05-10T06:31:30.931704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:75d029fa91e753232328cdf2d4c87db8986601d25e8954e48405df843c5c0f44

Observation 77d004b6-aeca-4db4-972a-201c5fd15c3e · outbound

This paper cites Doubao-seed-1.6-vision.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Doubao-seed-1.6-vision

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.499413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:1fcb92a18038a35e5faa3710afefb0b4c78cdc276127dc3a3c0195bdbb2a9a5f

Observation 3ddd911c-c24d-43b7-a5a3-1500678e5c59 · outbound

This paper cites Glm-4.6v: Open source multimodal models with native tool use.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Glm-4.6v: Open source multimodal models with native tool use

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.393191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:dd9a54acbff4bb5dcc8e0b3f6c8cef02b89bc184f5f2bf3cddf7f9f08d39a520

Observation 563f4184-ed0d-47ae-8f74-6cdff9eba9fb · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Hallucination of Multimodal Large Language Models: A Survey

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:33:34.237418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d7172ef09b614190cde37e6f3fa5afb0a9486117107789e7281bfb587d8d30d2

Observation 16d91e31-f448-4fe5-86b7-0bc5b6568823 · outbound

This paper cites Step 1: Observe.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Step 1: Observe

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.506259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:cd75fa9f4e3bc7601ea2a4827ec54ffa7c79354f4c3d59e535d6fd8f1ea62fb0

Observation 5c9c9cbf-a251-4d8c-a467-a390b78ba045 · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.408548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ef5372de742ac85c0454f637ca7855a4f768c379d7585247f1298ffc7d63f4a3

Observation e0d79e90-e024-4272-a43d-462ab380e00b · outbound

This paper cites Step 1: Observe.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Step 1: Observe

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.454008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fdb092ff53fdf230fcf2a23986bea9b3a262c823ddedb14c43627f9f79323935

Observation ff52f532-3156-46d2-a360-8b807e4feffc · outbound

This paper cites Task Failed.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Task Failed

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.494843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:28f3e3492daa906a2d78dc3371b78821c7d558010189dc7a5510dd06daf2f041

Observation 79a45624-e434-4d79-b9c1-8a4a7f00fc95 · outbound

This paper cites Verification Failed.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Verification Failed

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.524969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:239bf74fdf2cd253890f307659305673612bc733555be1791509a4feb59ded2d

Observation 4970c2b0-094d-4f55-96c9-08f7d8df6c84 · outbound

This paper cites and": hallucination A occurs in one part, while hallucination B occurs elsewhere; or • “or.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents and": hallucination A occurs in one part, while hallucination B occurs elsewhere; or • “or

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.527153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:6dce43bb55ab93ecc4777b29b3ee70f6ae63a02ceddbda48b9b81777d927d1d3

Observation 302b4a27-c4e1-48b7-9f0c-cf55ac4a068f · outbound

This paper cites This reflects a failure in global scene understanding that transcends the perception of specific UI elements.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents This reflects a failure in global scene understanding that transcends the perception of specific UI elements

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.485085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:08162375d3b7520fbeb6b86fdf8effff115f6494740bc85129479745e52b2b89

Observation dd003825-2392-483f-8692-8745fb15d3bd · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.510576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ab189da6db59cbee9d5b94db31eb94960323d4b046297e8335b9dd223c0461d3

Observation 878f18a2-475c-49c2-be4c-3f3e624c5c56 · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.447304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5adbfb0c7b49693dd3cc72bd057f3654f36fb14e66ab314685339f5e735f9b53

Observation f228462a-e7b3-4547-be46-8012a13838b4 · outbound

This paper cites Instances where grounding coordinates fall outside the screenshot boundaries are categorized here.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Instances where grounding coordinates fall outside the screenshot boundaries are categorized here

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.438176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:0313eb4390f1dd8552a6511d4330dcf62f2e0543e38810ddfa45cc17df22b7fd

Observation 80f5cdc8-6b19-4dae-9aac-6f26eefe34fc · outbound

This paper cites The primary focus is whether the reasoning steps within <thinking>demonstrate a clear intent to follow current-step instruction.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents The primary focus is whether the reasoning steps within <thinking>demonstrate a clear intent to follow current-step instruction

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.410927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c084ffdc9fde87c94093c971b5adf6e4a161eafb0f4c05a489ed2627545adfa1

Observation 3431fdde-3938-410d-b211-144b02028f7b · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.406265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:126f61d1a4bf44c0287cbed84ee47f8a66487dd01f3df31028351adcfefc1cfc

Observation 31b2c4f9-0b93-4792-b4e7-3511780eccf4 · outbound

This paper cites This focuses on flawed causal transitions rather than simple correspondence errors.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents This focuses on flawed causal transitions rather than simple correspondence errors

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.458424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f52de0e7166bb9e320f2771d5cb35cd3fb1480329173fcb854f7d7cda688ab6a

Observation 7deb488f-17c7-4109-88d3-b25bde9ee04a · outbound

This paper cites an unresolved cited work.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-05-21T16:35:22.520854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:dc45c72d5b4caadc51543fc7581ec15c9c7830d84b705a9fb22f9b323b45af4d

Observation 1af7f7e7-33ff-4960-9597-629be2866aa1 · outbound

This paper cites ## Few-shot Examples for Reference ——- Examples are omitted to fit one-page style —– ## Evaluation Process.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents ## Few-shot Examples for Reference ——- Examples are omitted to fit one-page style —– ## Evaluation Process

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.516758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4a2a51d4dfbf7e07c22d7138f53655fb6ad59a16dbc46bcee6d0ffb0cdd9e1ea

Observation c65a8b21-c8ba-4105-a8bd-161257796de3 · outbound

This paper cites Verify if the element actually exists and if its appearance, function and affordance are recognized correctly.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Verify if the element actually exists and if its appearance, function and affordance are recognized correctly

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.401466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:beb1ce8b13e114c0424c93bad383ba5456de4e52edd2af6a321f0971d88f2d8c

Observation fc876b2f-5911-4d84-a5b8-b769cffbaed0 · outbound

This paper cites Types of Hallucinations.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Types of Hallucinations

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.472241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:61e2e574de8acbf6aa8b22f87a62ee8c16dceca88513c074e5c55aaab99a88b4

Observation ff18f601-d2d8-43cb-b132-01fd4f984d48 · outbound

This paper cites 43 Figure 39:Case of RH.2 Context: Irrelevant thinking and action.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents 43 Figure 39:Case of RH.2 Context: Irrelevant thinking and action

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.449779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f17ba29a89085e12d7befa69051b664f59f93d532977e4ea9cc0bac5a8aa610c

Observation 7328a0bf-776a-438f-8898-ffb48fc15ab9 · outbound

This paper cites A prototypical example involves sequential digit entry via a virtual keypad (similar to Figure 23).

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents A prototypical example involves sequential digit entry via a virtual keypad (similar to Figure 23)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.529740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:185097821036856eb4511ff2228d024ab04d1f0d18ec68fc61f2064b5ea0d708

Observation 3fdb3616-5f50-4d3b-b97f-6910c7a43939 · outbound

This paper cites instruction following.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents instruction following

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:35:22.428115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:0800f718ecc19a7a0a9a70417b1f6f83b7d766c1eb6ef1652aeaec4edd3f0403

Pith citing papers

Observation 767b37ee-aee2-4bb6-bf03-a3b0f46f89e5 · inbound

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents cites this paper.

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T23:12:51.606810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-19T23:09:56.130802Z digest=sha256:9c5f07debb7c55f2a97dee460d916a5c79b5b719ca4211d5abf35021ea1b23e0

Observation 5ea66752-0964-4a4d-bad9-89a00eae207c · inbound

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents cites this paper.

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T13:08:17.880516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-20T13:05:38.485058Z digest=sha256:777aaf89713aeee43ac58c8f2d044d00a38123c1650012e2da79e8f24f908541

Observation d963cd4a-70bc-4097-9d51-492a26bdf660 · inbound

A History-Aware Visually Grounded Critic for Computer Use Agents cites this paper.

A History-Aware Visually Grounded Critic for Computer Use Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T05:27:39.586325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T13:20:32.432002Z digest=sha256:42cec6d775419dc978f8d39cb3977b77fd2c61dc7b366b03da84ac1a0e041e92