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Paper Citation Record · LEDGER

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:2650e2c4d29c5c9f14ff75e4533fc8ecb37a7d2c794af0ee5d6be1bf2bfb6867

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4798b453f2bafde9e2d5cdd27847098056e62f7514a44fe8c92a85e39e209c38

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:edde63a91510883b6e78a773d6c5709bfe17bcfc99542d0f4fa9659d1ec4a17e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:83709e675733f693681c0519dbe6fddc4c998a2d884242fb027557b426e37a3c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:2d14d946ec42b1529737b80093831d16a62e62c631b69da4269585a9d43c9f60

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ffceda85d951f14eb69d112837c41d695a3cb547c05ce20b0144e47e4c77b130

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ab1277e0ed794bcd131e24e157e96c5e91dd683a46bc2e8ed8eb668382abcef5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e0da0c545fa1c0abef9e161385dfb8e624f30ea1e5baf46b439cb183f6b9b0f8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b0d000cf6f3a9e5c85ee16c7a23635a92e953bbdbe711043b693c1a0bea10810

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e6fe7d65bba3d9ae2cc7e69144889dd49c6a8025dcd23162d636fe413b6374a0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:cf976bff017db83241aec23a20477a30b7a908e5460ed88a533750945252a1cc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:70fe64bf0faf781545250a2d92cad30ff4f564214010b780b681fd41c2bf8917

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9e2d66fc70517f821d75b6067ba46f87f45c5639bb1bc25504784919e753a7d6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:53549bb91431050fd2e718d12c8f23d228bed0e9a1d720ce22c43dd59e2cc8f7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d3000437551e99b5713e939109f6c96020e05f6a4c858ab3e85b07b769a82ce2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:600eb69d5fb7a1f981122fafa34f655fe5c73da6b41d2c2332fe11c6be642fec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:253d0df417215f6af1a233c8b80c7973062a210d49501cca50055f16b27886e5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e5564db856fc6ff9f1c2d02ac1c165cc6ad64ec642eb1ae7a9938108a514180f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:831b3950722b22b55128638bbdd29758ea8eb7410bb75b1336c29b67a5bfeb3c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:8edd61b2201673e465090351633bc1078f46e4c3037ea270984240e3260df06e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:95021d1e157bd15b39a4dc390ce746a84376f2c6570e01f340152787a9ef3c88

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b67ac7dbfd6aef4c6e904c158e79c48799fe5e0c8753ff33b648e670c8b3b110

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9a342e26fab874399e874365b8124b7de4057565570e2aab2462e979c999c020

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:978b8dfb209f98c8a888523203f41e00c4cc3e49d68190372fbba875a6bd2f23

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c29aab66fcdfe1183f892ac4fd857ba4ba8b0344444cc818324ffad2a6113088

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:8d037d70be2eea17916d316fd37c90f03dd795895e65e3a2777fa9f6b8f9a5c0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a047c04afe4b19ea99dd3fca446f4f294f0ecdd41e75d29854b7c9b0ba54be8e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f3c0b14f50f48128ebc93617a18fa3fdca3008d258e743474c839b4f4a614081

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d53b081a1f1b3d2c74d7b67a5bcfb24e7ec36ff7b1c488f833d6836baed076b8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:aa86a99331c061cc8a12e3f0cb1cb54adad0e7ff6eb65e7655da1506fe172159

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c3b0797a3f8cfee00bf4732d5e8fcc23ef490a2f08f8338dd36acbfe7f4e1267

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:62b02bcde9dc8ea50af697268146597f828ded1f111efbed52b97413bc0dca66

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:a4d6e2b0d0f489a63eadb876e4ee9aaccebdf620ecfc8c402bc090e9c89cc917

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fadcfbde34e220b7eac6c48b8a957c899af62d4247ebf56d83d23bbb02775402

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fa61356173bfb1c486212225bdcb45f071aadd5129966bb9a13143a368e367c2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:11815c981d326c72d45a472b6de253eedf367dc8e2503d97437e5efe8a65f8be

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:7e3684bafa8cfc9e8ac470e7cdd6f808c3c4043cf4849adf136b3c9dd54b43b8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ce5cce33d995e9beb5cfdd4dc9f49200bf7ffd0f37d0fc4da693043fc51c18c9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:2ad8b6ed828cfed5844cf4724ffe60ab533e6fc9068a1db853f3b403e64573fa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:729c90a57a8bf9d34835df98cd0af5c2de1ded980dc260f28fc12da1e77e0833

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:bf241b362105f5c638516ad49febf3291b15216c7745e635294ebcbe44968ab3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:40f017f48d931510d269d798a72de0911ea236a18c53510b90fdf925980f3a0b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5cc8078c982f72cb1a63decdd5934156178c2d9a3fdfb9c5f1da237f178c5b02

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b28c06a3d1309156df724b2b6a98475998237a0ac6cb5e256843435ebab27a16

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:14e846406c82b080cd7ce87708a77a04bb77b211ae9451ecb4d673a714346d10

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e6e5e93b8ac91b6447f4580dc68509a4ce22f793ccd296b2d5c43e3907638690

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f08b8c33fb81ef7ab4edf5965ce004b0a9c9e1fb065f797f108ded280648f9dc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d9edcabf79df11936076b1a4106245ebe25b51d16aaffd83fac8bd443fa17e16

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:9380a7e7cd2dafb423fffc513417736f2a6547435e99d8cf8531f46ba0d70766

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:8fc4513613be19831ac8cc7be5ddd81df3cdbc6b599986609eb6d1978b00b4d8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:868d4d464fa76d3e514ff1c78b4767a8fe3f6eebad23181e7cadf7ddb5378209

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:1601e0929708b8499dda153c8d88fcabf1d2ab62ed0e5f7d73590bc9e642eedf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:cd7e5087dc9d65bb4b5dd882e7ea04140f18b5f973f25f5c8a3416ce541f0de9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fdbcd22173793ab7f23cf853296a0248194d73755cee1f6629b2f0b5ba396e56

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5bb8f49694489b49a9815da4a9a48536fbf2091534a2bd6c60baf67d8fc9ea2f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f4ba89d8e8c5fb9e1e60cfaf991d0d263258d57412682199a9d3db22d53ee522

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:c1545b590790269a7368255d9ce1522ec532b2b429c0953f1af08415af5a6865

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d4f033ec2b108426fdc14bb242e45aa92a7ccff695d87f2b537c34314e47d7a1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:24c53fcab585f0ef62392a8892391b83c9ecc0da2e856121e1a3f4ba2a79bd94

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f1922b32f32974416fe3de9c3417137b55973ebb1880810e1e91d4941137a6b2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:aa4657ca631e7921bde48a0736158b7a3859ab5a7bd2b753d38d31e416b2954f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:460ff67052c2f3b701bd8147afa98832abfad726f919faea67457fb977ce4885

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:405f2154e8d0a38ed0ada7695356616f3e199f87a0e5bff3bedd2a8dbeaf42e2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:4efc4710441ca24cfc9407bda3f3dd1244bde59b6f2838627f46d1049b6e3502

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:6393ec372206db5df2885da8afa6b3953d8fe90d33f378f69fda2d9d2d4d86da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d170c584dd04f37b7d81ba7604b607b3bbb048a02e91b8b7c7fec0b6f8a74b69

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:0254f34b1135e686822b4342c4c62ee8f8eadfa39e5622c3462c545947c838c3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:999b232ec6a07bc567650a178b167de9b3decef5fb38eae9c0997a7caccddf31

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:52d0386463ea5278a2a3074ae180dc8d3a50795fd000d1c863f4157e8b8704a7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ac2f912d997cbc83009388151aa874f4598594dc1abe8923a2836701cc0169ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:e2befa0fbe6d0ccc19eccf9f8d63fb08962936e49d0e8a2814ec964141ae438d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:99e21865728fe9297dd86ffb1a1979e29cad7c9e59f7127a69d1bfe2ad17102e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ddcff5dd1412a7b88792a675ae658432241e965802ccb9a0cbad3a068cb2bc46

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:870046d24bab9191f37c039fc09a8d3f642db34abc9e66fb0a9a60343d74114c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:ef306889a1dc59390ea95719e71603613b7c17638cba4447d340ab3ca431ce59

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b77b9fbcb90b16df741447310eec8d16da98b58e05ce1977cd430ba231b6102a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:6df1e5ba27acba53112416c65cd2b254404a9a047b80c6be6dbc11ed35c9fe8b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:2c2677b039c11d463ca60028f714d77e6ad0a171dae47e6d12f01212ae1f7855

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5c6670f4be78b30a39164986ac5e2d684d876493b63aced68dd8d8cb01565e9b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:fb989b67f3343c7d405d4ab81c93484d41c89099f948c7243bdece208925cce0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:1068e0f0b78339d271d4635603593f040ee9f364f6b3648c052646469627e4ba

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:b2138431956a4d3ad5756159bdac4f3eb0d67b3e07a72de482cfa75f521926be

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:5bd622f54190ac8dcb8d606ac0a319273a9e902e040a6c69bec333d6be1f8fac

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:d4d59e854abdbf0c210eeab46ed4b1ddaa3f6fdc77239722f78a48c2e9158117

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:883cfee920c3f42c3bdd3a5d847fe616565a80f499329ed7079f06d2d55adf4b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T06:27:19.717895Z digest=sha256:f4b0fb2e43b620465701945390d386e200a6f2678c42b119cb68d15088ecf01a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-19T23:09:56.130802Z digest=sha256:d16d2c926b2038102aef64c71e55de3f08e4f0b5611fa825e1a15298203bf0b0

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-20T13:05:38.485058Z digest=sha256:c2c9c73436541989cc5f3029dd3d004f10ea3bf3707ed64f1a0cb6387bda92c6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-27T13:20:32.432002Z digest=sha256:54916cad3ba9365d0b9d108d6f122d2cd671d444ce2f4d905d1b0d8f65e07533