Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:17:35.793181Z
Paper Citation Record · LEDGER
AndroidReality: How Far Are Mobile Agents from the Real World?
As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.07775.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
32 of 32 outbound references displayed
- verified exact0
- verified fuzzy8
- unresolved24
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation aa499b96-77c2-4a1f-b925-36e199e60fa8 · outbound
This paper cites Os-kairos: Adaptive interaction for mllm-powered gui agents.
AndroidReality: How Far Are Mobile Agents from the Real World? Os-kairos: Adaptive interaction for mllm-powered gui agents
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.636859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ed508a3-678b-4c1f-893e-f01ea22e9a60 · outbound
This paper cites Generalization in online reinforcement learning for mobile agents.arXiv preprint arXiv:2603.07432, 2026.
AndroidReality: How Far Are Mobile Agents from the Real World? Generalization in online reinforcement learning for mobile agents.arXiv preprint arXiv:2603.07432, 2026
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.642945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 237c13df-c9f3-46f8-b9d8-36f5c4c9631a · outbound
This paper cites Mobileuse: A hierarchical reflection-driven gui agent for autonomous mobile operation.Advances in Neural Information Processing Systems, 38:40361–40388, 2026.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobileuse: A hierarchical reflection-driven gui agent for autonomous mobile operation.Advances in Neural Information Processing Systems, 38:40361–40388, 2026
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.607567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 24994789-a377-483e-b41a-e1afca900b95 · outbound
This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.
AndroidReality: How Far Are Mobile Agents from the Real World? UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.653463Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60aec037-6dc9-41b2-9f95-456e7677fc11 · outbound
This paper cites Mobile-Agent-v3: Fundamental Agents for GUI Automation.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobile-Agent-v3: Fundamental Agents for GUI Automation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.658963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 461fff00-f228-4d72-b562-86d57e797a64 · outbound
This paper cites Mobile-agent-v3.5: Multi-platform fundamental gui agents.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobile-agent-v3.5: Multi-platform fundamental gui agents
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.664341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27dd662f-3d75-4109-bd9d-cc443c5cbdec · outbound
This paper cites Spa-bench: A comprehensive benchmark for smartphone agent evaluation.
AndroidReality: How Far Are Mobile Agents from the Real World? Spa-bench: A comprehensive benchmark for smartphone agent evaluation
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.591982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8cd34de9-6df0-4fe5-b4f4-91871186aeb5 · outbound
This paper cites Mobileworld: Benchmarking autonomous mobile agents in agent-user interactive and mcp-augmented environments.arXiv preprint arXiv:2512.19432, 2025.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobileworld: Benchmarking autonomous mobile agents in agent-user interactive and mcp-augmented environments.arXiv preprint arXiv:2512.19432, 2025
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.674804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4fb1b16-b774-4721-be86-750605ed6bb5 · outbound
This paper cites Androidworld: A dynamic benchmarking environment for autonomous agents.
AndroidReality: How Far Are Mobile Agents from the Real World? Androidworld: A dynamic benchmarking environment for autonomous agents
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.574833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7753ddb0-035b-4a1c-a3e4-f444c8e44867 · outbound
This paper cites Androidlab: Training and systematic benchmarking of android autonomous agents.
AndroidReality: How Far Are Mobile Agents from the Real World? Androidlab: Training and systematic benchmarking of android autonomous agents
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.685767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e332b57-0b9c-460f-bd26-6ab307f356bd · outbound
This paper cites Foundations and Recent Trends in Multimodal Mobile Agents: A Survey.
AndroidReality: How Far Are Mobile Agents from the Real World? Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.690678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0b2df8d-7e6a-4b2a-80f1-f5ef791dc869 · outbound
This paper cites Gui-robust: A comprehensive dataset for testing gui agent robustness in real-world anomalies.
AndroidReality: How Far Are Mobile Agents from the Real World? Gui-robust: A comprehensive dataset for testing gui agent robustness in real-world anomalies
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.550416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 497e9fd3-85f4-4886-a674-2aa551b3bb50 · outbound
This paper cites D-gara: A dynamic benchmarking framework for gui agent robustness in real-world anomalies.
AndroidReality: How Far Are Mobile Agents from the Real World? D-gara: A dynamic benchmarking framework for gui agent robustness in real-world anomalies
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.533146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5adbf9d8-8edf-47cd-af87-c0a5de584b9c · outbound
This paper cites Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning.
AndroidReality: How Far Are Mobile Agents from the Real World? Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.705988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c372c4a-143e-4907-926d-9af0e223c5b7 · outbound
This paper cites A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models.
AndroidReality: How Far Are Mobile Agents from the Real World? A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.711854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb3cc003-06d0-4b06-8f09-a2590aa15ca8 · outbound
This paper cites A Survey: Learning Embodied Intelligence from Physical Simulators and World Models.
AndroidReality: How Far Are Mobile Agents from the Real World? A Survey: Learning Embodied Intelligence from Physical Simulators and World Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.717037Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f952e1df-40e3-4e94-ae2e-28aa0a5412ef · outbound
This paper cites On the Reliability of Computer Use Agents.
AndroidReality: How Far Are Mobile Agents from the Real World? On the Reliability of Computer Use Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.722211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26d34d3a-56f8-4587-ba2f-503225955722 · outbound
This paper cites Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models.
AndroidReality: How Far Are Mobile Agents from the Real World? Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.726955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72b60955-322d-4dfb-8d69-120937031c25 · outbound
This paper cites PaliGemma 2: A Family of Versatile VLMs for Transfer.
AndroidReality: How Far Are Mobile Agents from the Real World? PaliGemma 2: A Family of Versatile VLMs for Transfer
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.731846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 339e3206-1384-4e62-8de7-1aae301ac923 · outbound
This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.
AndroidReality: How Far Are Mobile Agents from the Real World? Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.737240Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b5d0fec-5424-4d6f-9db8-77095f7df776 · outbound
This paper cites Qwen3-VL Technical Report.
AndroidReality: How Far Are Mobile Agents from the Real World? Qwen3-VL Technical Report
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.743005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 654397a2-9c7a-40e0-a0c2-cacc3ee790b6 · outbound
This paper cites Kimi-VL Technical Report.
AndroidReality: How Far Are Mobile Agents from the Real World? Kimi-VL Technical Report
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.747929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b98bda5-5765-41d9-9a61-ebf303f361d9 · outbound
This paper cites Deepseek-ocr 2: Visual causal flow.arXiv preprint arXiv:2601.20552, 2026.
AndroidReality: How Far Are Mobile Agents from the Real World? Deepseek-ocr 2: Visual causal flow.arXiv preprint arXiv:2601.20552, 2026
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.752607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ff97fd6-2d3d-4cbe-bbb1-360a800db184 · outbound
This paper cites Mobile-agent: Autonomous multi-modal mobile device agent with visual perception.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobile-agent: Autonomous multi-modal mobile device agent with visual perception
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.517565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 88d0ab83-b5df-4b57-a127-455dcb9d0685 · outbound
This paper cites Cogagent: A visual language model for gui agents.
AndroidReality: How Far Are Mobile Agents from the Real World? Cogagent: A visual language model for gui agents
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.761491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6a74900-0fc0-45be-967a-7a6f1b552b6d · outbound
This paper cites Appagent: Multimodal agents as smartphone users.
AndroidReality: How Far Are Mobile Agents from the Real World? Appagent: Multimodal agents as smartphone users
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.765958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c04c0561-821f-4c9f-8cf3-f50a05202a6d · outbound
This paper cites Hijacking jarvis: Benchmarking mobile gui agents against unprivileged third parties.
AndroidReality: How Far Are Mobile Agents from the Real World? Hijacking jarvis: Benchmarking mobile gui agents against unprivileged third parties
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.770367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ef0459-804e-4321-bc0e-abad4dbb6c16 · outbound
This paper cites KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation.
AndroidReality: How Far Are Mobile Agents from the Real World? KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.775221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f160257-2d61-4347-8a38-85b7c683d826 · outbound
This paper cites Androidinthewild: A large-scale dataset for android device control.
AndroidReality: How Far Are Mobile Agents from the Real World? Androidinthewild: A large-scale dataset for android device control
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.471439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cf553207-5c19-4f97-a014-24c64cb4bb30 · outbound
This paper cites On the effects of data scale on ui control agents.Advances in Neural Information Processing Systems, 37:92130–92154, 2024.
AndroidReality: How Far Are Mobile Agents from the Real World? On the effects of data scale on ui control agents.Advances in Neural Information Processing Systems, 37:92130–92154, 2024
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.784290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c911e0db-4ac5-42bd-afcf-301ef8e653d5 · outbound
This paper cites Mobilesafetybench: Evaluating safety of autonomous agents in mobile device control.
AndroidReality: How Far Are Mobile Agents from the Real World? Mobilesafetybench: Evaluating safety of autonomous agents in mobile device control
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:17:36.446002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b6684de7-5c83-4f38-ab72-0ec96915d85f · outbound
This paper cites ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents.
AndroidReality: How Far Are Mobile Agents from the Real World? ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:17:35.793181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.