Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T06:27:19.717895Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T06:27:19.717895Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T13:20:32.432002Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T05:27:39.585003Z
86 of 86 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2469c233-2498-4980-8461-68b9249c5dea · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Qwen2.5-VL Technical Report
Reference 1
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.
Observation 9950db39-cb1e-49c4-9fdb-d4fc163f64a6 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Qwen3-VL Technical Report
Reference 2
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.
Observation 2bf4a60d-52ba-4c9d-80d2-b1a06b0d2cc1 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GPT-4o System Card
Reference 3
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.
Observation bdb7f0d6-ecde-44a1-97f1-7a94cfb4faa7 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Model evaluation – approach, methodology & results: Gemini 3 flash, December 2025
Reference 4
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.
Observation a3a86171-57dd-486f-8953-6f808835a277 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Os-atlas: Foundation action model for generalist gui agents
Reference 5
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.
Observation ed06181d-c4ae-4edf-b97a-71312eb1b961 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Opencua: Open foundations for computer-use agents
Reference 6
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.
Observation 0f9b056e-cfe8-41d9-ab82-6a5592562097 · outbound
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
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.
Observation 15895f3a-5ea9-411e-b1f2-6f8885f8b751 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 8
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.
Observation 0ec3e247-dd50-4fcc-91c0-509f852d4c96 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mobile-Agent-v3: Fundamental Agents for GUI Automation
Reference 9
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.
Observation 54793e07-4e87-427a-aa48-80723c9c3032 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Proximal Policy Optimization Algorithms
Reference 10
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.
Observation 232f106c-9985-484b-9c0d-79f8b98b6d8a · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 11
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.
Observation ab2f8db2-7750-4b89-9dd4-89d82e38b629 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 12
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.
Observation 177ec8ed-5b0b-45f3-9210-58e2d87033ab · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Evaluating object hallucination in large vision-language models
Reference 13
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.
Observation df6f9cc2-2eaf-4d41-b1e4-978a0b070774 · outbound
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
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.
Observation 6be78a1e-743e-44e0-8a4b-e759714bc979 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents HalluLens: LLM Hallucination Benchmark
Reference 15
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.
Observation 6a8f92de-6c9f-4fd8-80c4-6b0d0fdecb8f · outbound
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
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.
Observation c0c9a562-892a-44bd-bb4e-b0c189f444b1 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 17
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.
Observation d4d91447-6fe5-4afd-9ae6-c5e5d1e1916c · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents React: Synergizing reasoning and acting in language models
Reference 18
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.
Observation bae7a86a-f2f4-4b61-9195-a0db6e36b023 · outbound
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
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.
Observation a02e0a46-6a8e-4990-a552-078ec2ec430d · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
Reference 20
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.
Observation a2b4ac0d-5e34-40a4-89a9-3955c6c4c0dc · outbound
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
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.
Observation 5b263817-233a-483d-a166-ef45a6258539 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Chain-of-thought prompting elicits reasoning in large language models
Reference 22
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.
Observation fca5750e-1d49-47a8-b0dd-d689515ee044 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Aguvis: Unified pure vision agents for autonomous gui interaction
Reference 23
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.
Observation 0644b139-8f8f-47ba-8ab0-173250a0fbf0 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Reference 24
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.
Observation 46175c00-2610-4a06-bf2a-78d88ee8c0b7 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Why Language Models Hallucinate
Reference 25
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.
Observation 5228011c-3dcf-4e4a-9bff-9e388d015931 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents On the effects of data scale on ui control agents
Reference 26
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.
Observation e20c4e00-75fc-44a9-8762-6cdfc5f2f92d · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Guiodyssey: A comprehensive dataset for cross-app gui navigation on mobile devices
Reference 27
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.
Observation 82a16ae1-70f2-4cd0-8a81-2f60fdad28b7 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents G-eval: NLG evaluation using gpt-4 with better human alignment
Reference 28
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.
Observation 91e22d53-6aa8-4417-a32b-ca7113535781 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Truthfulqa: Measuring how models mimic human falsehoods
Reference 29
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.
Observation 9c3a3a5d-245f-48f0-af39-445d950af991 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Halueval: A large-scale hallucination evaluation benchmark for large language models
Reference 30
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.
Observation 5838c1d4-e0b9-4244-b161-e619cc098d88 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Showui: One vision-language-action model for gui visual agent
Reference 31
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.
Observation 41d5a79e-e1eb-4500-aaee-b1a8d680fa10 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Visual-RFT: Visual Reinforcement Fine-Tuning
Reference 32
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.
Observation ed4f6336-eaee-4bbb-8c37-d576d3e879f2 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Screenspot-pro: Gui grounding for professional high-resolution computer use
Reference 33
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.
Observation acf12322-ac6d-434f-801c-7e8d80e371ae · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Cogagent: A visual language model for gui agents
Reference 34
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.
Observation be433166-db5d-444b-8a11-1c42a55d9aa0 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents MobileFlow: A Multimodal LLM For Mobile GUI Agent
Reference 35
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.
Observation 43974b53-9968-48e4-835b-a91b423af890 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Visiontasker: Mobile task automation using vision based ui understanding and llm task planning
Reference 36
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.
Observation 1fcf1a8a-1b5e-4b8d-bf43-a166fb08f541 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Navigating the digital world as humans do: Universal visual grounding for gui agents
Reference 37
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.
Observation 7c5b94e9-b168-426b-b03d-0fab08a9ad27 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Seeclick: Harnessing gui grounding for advanced visual gui agents
Reference 38
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.
Observation 4d58b1bc-4daa-4d36-8259-e388f4b48b49 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Guicourse: From general vision language model to versatile gui agent
Reference 39
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.
Observation 8f1f82e4-5852-4c1f-90d5-1f1703bb5d12 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Os-genesis: Automating gui agent trajectory construction via reverse task synthesis
Reference 40
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.
Observation 6a80d928-04af-4ac3-9831-0c623b8c283e · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Gui-xplore: Empowering generalizable gui agents with one exploration
Reference 41
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.
Observation 591a083e-513b-4aff-8289-d9832d2795a4 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
Reference 42
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.
Observation e92c21b1-408b-4416-8b2c-ca6c4db1f312 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Reference 43
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.
Observation 8de5cc9c-c94a-47d3-b6e6-7b1c59f556b8 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents History-aware reasoning for gui agents
Reference 44
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.
Observation cf5dc89a-09c9-4862-b4d6-c89652e03a7f · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents GTA1: GUI Test-time Scaling Agent
Reference 45
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.
Observation 1434fc50-5591-4e86-9492-4c92244470de · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Factuality of large language models in the year 2024.CoRR
Reference 46
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.
Observation 3208c803-8cc2-42c2-a62b-b93fab34e54d · outbound
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
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.
Observation 3dee762f-003e-41df-8060-ca0b69649b48 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Evaluating the factual consistency of large language models through news summarization
Reference 48
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.
Observation e7d28ff4-52b8-48e6-bb4e-901f6cac4022 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Alignscore: Evaluating factual consis- tency with a unified alignment function
Reference 49
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.
Observation 1b5a25bf-4c8b-446a-88b8-590d76e08065 · outbound
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
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.
Observation 7c0aa374-2669-4442-a798-2098547c3e87 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Reference 51
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.
Observation 8d1b49e0-82a8-4406-9a1b-170b53c56b56 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models
Reference 52
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.
Observation fdaa9ff9-1f5f-4623-94cc-21e71af3a38b · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts
Reference 53
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.
Observation dac8e414-9843-4ae0-85f5-e40914dea448 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Measuring multimodal mathematical reasoning with math-vision dataset
Reference 54
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.
Observation 446314c7-da21-43e7-8fc3-387d5f443f91 · outbound
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
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.
Observation 7f4e9239-0353-4c58-90f5-bf4c05d23680 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension
Reference 56
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.
Observation 7a1b802d-d177-446c-863e-137c8772771b · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Mme: A comprehensive evaluation benchmark for multimodal large language models
Reference 57
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.
Observation f1a2c365-a23f-4549-b498-17a338e9d208 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Understanding GUI Agent Localization Biases through Logit Sharpness
Reference 58
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.
Observation f3369909-03e1-4594-bb46-c9702515f574 · outbound
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
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.
Observation 83bc8a70-25ea-4eda-af4e-bdca620a5c88 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Swift:a scalable lightweight infrastructure for fine-tuning
Reference 60
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.
Observation 465db269-01dc-4e6f-b085-f58b83fb61ce · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Hybridflow: A flexible and efficient rlhf framework
Reference 61
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.
Observation 381ec891-ee8e-4b9a-8e0e-4434a535b01c · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Seed1.8 model card: Towards generalized real-world agency
Reference 62
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.
Observation 372a6283-719e-4157-b7ff-b1d5f00940e5 · outbound
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
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.
Observation 77d004b6-aeca-4db4-972a-201c5fd15c3e · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Doubao-seed-1.6-vision
Reference 64
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.
Observation 3ddd911c-c24d-43b7-a5a3-1500678e5c59 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Glm-4.6v: Open source multimodal models with native tool use
Reference 65
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.
Observation 563f4184-ed0d-47ae-8f74-6cdff9eba9fb · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Hallucination of Multimodal Large Language Models: A Survey
Reference 66
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.
Observation 16d91e31-f448-4fe5-86b7-0bc5b6568823 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Step 1: Observe
Reference 67
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.
Observation 5c9c9cbf-a251-4d8c-a467-a390b78ba045 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 69
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.
Observation e0d79e90-e024-4272-a43d-462ab380e00b · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Step 1: Observe
Reference 70
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.
Observation ff52f532-3156-46d2-a360-8b807e4feffc · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Task Failed
Reference 71
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.
Observation 79a45624-e434-4d79-b9c1-8a4a7f00fc95 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Verification Failed
Reference 72
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.
Observation 4970c2b0-094d-4f55-96c9-08f7d8df6c84 · outbound
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
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.
Observation 302b4a27-c4e1-48b7-9f0c-cf55ac4a068f · outbound
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
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.
Observation dd003825-2392-483f-8692-8745fb15d3bd · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 75
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.
Observation 878f18a2-475c-49c2-be4c-3f3e624c5c56 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 76
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.
Observation f228462a-e7b3-4547-be46-8012a13838b4 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Instances where grounding coordinates fall outside the screenshot boundaries are categorized here
Reference 77
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.
Observation 80f5cdc8-6b19-4dae-9aac-6f26eefe34fc · outbound
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
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.
Observation 3431fdde-3938-410d-b211-144b02028f7b · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 79
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.
Observation 31b2c4f9-0b93-4792-b4e7-3511780eccf4 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents This focuses on flawed causal transitions rather than simple correspondence errors
Reference 80
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.
Observation 7deb488f-17c7-4109-88d3-b25bde9ee04a · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Unresolved cited work
Reference 81
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.
Observation 1af7f7e7-33ff-4960-9597-629be2866aa1 · outbound
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
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.
Observation c65a8b21-c8ba-4105-a8bd-161257796de3 · outbound
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
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.
Observation fc876b2f-5911-4d84-a5b8-b769cffbaed0 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Types of Hallucinations
Reference 84
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.
Observation ff18f601-d2d8-43cb-b132-01fd4f984d48 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents 43 Figure 39:Case of RH.2 Context: Irrelevant thinking and action
Reference 85
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.
Observation 7328a0bf-776a-438f-8898-ffb48fc15ab9 · outbound
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
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.
Observation 3fdb3616-5f50-4d3b-b97f-6910c7a43939 · outbound
HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents instruction following
Reference 87
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.
Observation 767b37ee-aee2-4bb6-bf03-a3b0f46f89e5 · inbound
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents
Reference 52
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.
Observation 5ea66752-0964-4a4d-bad9-89a00eae207c · inbound
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents
Reference 52
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.
Observation d963cd4a-70bc-4097-9d51-492a26bdf660 · inbound
A History-Aware Visually Grounded Critic for Computer Use Agents HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents
Reference 55
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.