Pith. sign in

Paper Citation Record · LEDGER

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

As of 15 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 20 inbound Pith citation observations for arXiv:2507.19478.

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

pith.paper-citation-record.v1
2507.19478 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:25:32.961759Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:23:08.244423Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:04:21.802447Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 419ca033-3e6d-4cb4-aa67-7929c2cb7219 · outbound

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

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.827918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.827918Z digest=sha256:955d58bcff554ea40a84ac5a046564ea431c69cb5b25f6c5e62365b024674261

Observation c6c3ca2d-669c-4c44-be52-66877fbf8a6b · outbound

This paper cites Multimodal Web Navigation with Instruction-Finetuned Foundation Models.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Multimodal Web Navigation with Instruction-Finetuned Foundation Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.842742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.842742Z digest=sha256:b4d0915ce19a45efe0a257a758183bb45fd05049748e9ad87276a7be7e727f6a

Observation 7bff1ff0-58b2-4f34-bc26-f66c16bdcce1 · outbound

This paper cites ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.847804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.847804Z digest=sha256:3ebf4c6ab7a7f383e7b40710ea668246c97a94ff2a58dccc12afd77565238fe9

Observation a4f0b9cb-e87f-4f60-9ecb-8ef523e78967 · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.853541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.853541Z digest=sha256:82a28456e7c6d0c3257988652bb5a8c0cf3e1177ac0d1ba7be029f134cbf82d3

Observation 7ef12b34-a66b-41b3-9e53-8edf2d6aecf6 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.858418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.858418Z digest=sha256:466158ac024269adc0f71dcbdfc9ed2d9cfe50b07b459e1e8b0c453a0e83e0a6

Observation 520fa9fb-0a2f-46ad-b41e-a37b52061f29 · outbound

This paper cites ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.863192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.863192Z digest=sha256:a0d539c9781fbba91f1de2e7ae463fe028c8e00aecefb047f58a1772cf06ba92

Observation 8c71eb38-bff6-4de5-8f07-ec57704dd005 · outbound

This paper cites ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.872481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.872481Z digest=sha256:01a1f101ad6b68f1cc61177cb886dfbc6555d60272a54b51419bff36e2fe0c5b

Observation 1faa229f-368a-4280-a1e4-b9a998812fdc · outbound

This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.876994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.876994Z digest=sha256:cb6bef54ff12fd7f83a7044ddb246b4d0af3b0367aaaedeb542394daef6cc822

Observation 4aa18170-3631-4c89-a57f-17fff81d8d03 · outbound

This paper cites GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.885740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.885740Z digest=sha256:7556b4d247f055875e6ef0adc294f9d8ee9561b4b272f5612d1af7903433fe5d

Observation 1dc2abd8-d83f-4c28-99e2-184b1d42ab69 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.890769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.890769Z digest=sha256:d2abe83c182682fb51d4e15298672224a1c386881b47bef33a8127d7fe9ad57c

Observation be8cab84-b359-40bb-9640-7ced47b8d95a · outbound

This paper cites UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.896122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.896122Z digest=sha256:2f8887a34cdefa32b24af8b473511e01df11eac9e9d9a741acc4dcdef7ef46cf

Observation c5c26015-bc2c-4d5d-ba0d-d4ffde388ba7 · outbound

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

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.901235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.901235Z digest=sha256:a175f7bb5edae6e8822c2f480945f0a1db148f130008d50ccb2530b57728fabe

Observation 79e7ddc0-9c30-4df7-8d19-14de33e0d162 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.906279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.906279Z digest=sha256:cad96c0c67ff5353f828dbb81aaae8a0e3b5b18d571eb4f92f42c6917226dc4b

Observation 99fac140-38b0-4fc3-a360-189edc4a3749 · outbound

This paper cites OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.910881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.910881Z digest=sha256:11918ced0361db6f9a91176ad8a8c0bce1a640faf8268625fde5d4b84ced7d37

Observation f22fef1a-5d29-46fb-b8d9-ec2924085f5d · outbound

This paper cites ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.915779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.915779Z digest=sha256:ec3f8358ee97d24484b8839863cd0e36a8f762af10ac623d1af7fbcc410be111

Observation 893a0765-3bfa-4e8b-b81c-2950de264dac · outbound

This paper cites Kimi-VL Technical Report.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Kimi-VL Technical Report

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.920533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.920533Z digest=sha256:46de33c691682fa2009bf01b083f0f5da91a8354413257d7ca57a5a7c384627f

Observation 393ecb2a-3d34-41e6-a0ff-c7bdb1aa092a · outbound

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

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.925425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.925425Z digest=sha256:fe621951bd26556338de36a7287a754cb30eecc8755af7716f6a69666c44f264

Observation 91083ed1-3f55-4432-9cfc-2ee47f2afd48 · outbound

This paper cites GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.930636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.930636Z digest=sha256:4881df764bbc4db40bd8f425e376bbfe64d9b4e87c0968f6d95406dfb38a1d24

Observation b82da8f1-e3fa-4130-b4c9-4f867e439fa6 · outbound

This paper cites OS-Copilot: Towards Generalist Computer Agents with Self-Improvement.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.935306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.935306Z digest=sha256:a0981bc1c50981a9039f5b8b9cc00acc7236239a49502365c84c6caad6066b2c

Observation cf116d3b-3523-42a2-b6d4-71f203e48e34 · outbound

This paper cites MiMo-VL Technical Report.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents MiMo-VL Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.939651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.939651Z digest=sha256:b1aaf6ae9e9896449cb1cb2a1911c4e0460ecf5d9a0868befe45c30b26eda9fd

Observation 85419a01-3bc7-4ee2-ad1c-b7be68f8bd2a · outbound

This paper cites Scaling computer-use grounding via user interface decomposition and synthesis.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Scaling computer-use grounding via user interface decomposition and synthesis

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.944456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.944456Z digest=sha256:40a3d85940e2998a8c30a9661aebc050f2d47a8be6e3fd9f47593c79bcaa0e74

Observation 073e4f19-7a05-4704-b9dd-06b706eacac5 · outbound

This paper cites AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.948730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.948730Z digest=sha256:2910418edfa6bfa7f3f604c9cd6f2486b6e34b7bd49497f12663f8c37cf2f5ae

Observation 2c649eab-e4ba-4314-b7da-229227142272 · outbound

This paper cites Breaking the Data Barrier -- Building GUI Agents Through Task Generalization.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Breaking the Data Barrier -- Building GUI Agents Through Task Generalization

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.953149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.953149Z digest=sha256:5b2190455c1b43ae1e15a8be172117e97fa3b74cbb3455650c2071c8d0fbcb87

Observation 88559ae0-b5e3-47ed-891c-4afc77f23d61 · outbound

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

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.957430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.957430Z digest=sha256:8340956adc08b034fdf6cc680478c42ba17a169c6ebffd2b9049f1f83da0b667

Observation 6dd127d9-bbd4-4d9b-a3f2-be684f7e1dd3 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.961759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.961759Z digest=sha256:7a113e5aacdfb55026edd880932c29b1dac5d3a8d0f47b7b17853c0cd81d6bb2

Observation 76c44c37-408c-446a-beab-a7d5296f7d19 · outbound

This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents AutoGLM: Autonomous Foundation Agents for GUIs

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.881409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.881409Z digest=sha256:7f27e29c4ae063ae7f2a1daee5dcd480fa8fed7e36ab8c9c3750dc7095db73ae

Observation da3458e7-e624-4105-be63-28f59200aca3 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.837921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.837921Z digest=sha256:2ee0194da099ce18da89d5764d488b8823294432d8254b3389ad165aa5e93b6f

Observation ff510cd0-9d3e-485b-9988-fb948f99be44 · outbound

This paper cites GPT-4o System Card.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents GPT-4o System Card

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.867974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.867974Z digest=sha256:8ca0ae49ac5408c5528476acd2e472d4d7f868e71dad09ddc6f445a76136459d

Observation aa36d262-e75c-4381-9556-9231b9a9a776 · outbound

This paper cites Qwen2.5-VL Technical Report.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Qwen2.5-VL Technical Report

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.822935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.822935Z digest=sha256:b6ca4297bc78eaf60d835d0942fc60b4146039e097a765c710e5656c78456410

Observation f5039d17-565b-4412-bb19-ed50f5980e3d · outbound

This paper cites GUICourse: From General Vision Language Models to Versatile GUI Agents.

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents GUICourse: From General Vision Language Models to Versatile GUI Agents

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.832933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.832933Z digest=sha256:051ecf4b4b2f072664b5cdd933a23b5640a0ea013d55601e3b647865df8d7bd9

Observation f4bca1fe-7b3e-4544-b975-c1eff04500ac · outbound

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

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T14:25:32.817777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:25:32.817777Z digest=sha256:4978af26f11ddfae95657f263dd6baf6c0c755bf324a316e12f5febc21c8c8ac

Pith citing papers

Observation bb59a01b-7548-4a08-a39e-02a1d6acdc41 · inbound

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency cites this paper.

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 146

Resolution
verified exact
arxiv_id, observed 2026-05-10T11:58:58.864118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T11:58:58.660564Z digest=sha256:3f1326a094dbe045a691ab7301c800f6583905402d5fd922c597a6ee0776fd0f

Observation ef55e30c-bf22-4e05-be8f-e8b445cc223f · inbound

VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents cites this paper.

VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-18T18:06:42.607225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-18T18:06:12.349285Z digest=sha256:d6d49164847d39cf20209d1e54aff04be24b1d466d6f020eb6ce8770e6b6df12

Observation c0785da3-2323-4630-8062-c38256276b9d · inbound

Grounding Computer Use Agents on Human Demonstrations cites this paper.

Grounding Computer Use Agents on Human Demonstrations MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T23:06:05.091486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T23:06:05.091486Z digest=sha256:36e146c54395297a29d4bcd2df0ac59e45150fe5ff98fc19069fa9c2e4ea517f

Observation b81f1466-b459-4f30-b29f-2cd0fc952c87 · inbound

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training cites this paper.

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T12:10:24.749980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:10:24.749980Z digest=sha256:bba8e743539a144a08a78334d1509c69ba8310b57abcef63a36e28454575350f

Observation 342c43f2-c4ca-4243-a528-6630052f0dd0 · inbound

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

WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:02:24.917164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T06:02:14.073712Z digest=sha256:a1da6bf04e229b1f0566230820df2be36ffeb5236fddc86d95a3f16575c0a917

Observation f44c841e-20bb-46db-ad38-17d405b04571 · inbound

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:16:05.593705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-09T23:05:05.251150Z digest=sha256:d699632551f77d8671cdec87552f30e677d0285e450b9f85054c27b58e99a35a

Observation 8241fc52-4b42-40fa-b1f6-21cf51b1c7eb · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:56:11.981915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-08T03:51:54.310805Z digest=sha256:e2c4d9cb2b139a9a0eacad56245c6590d298c0afac2c0f67effe5df471df8ddd

Observation f2821c7c-78b8-495b-9412-3bd7cba012cd · inbound

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding cites this paper.

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:36:07.942074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-09T19:36:42.309114Z digest=sha256:86aa77faea17a210a4f1d9599ad7e3aab9305f270cc35eb62598741890af0bd5

Observation 05683cfe-3c97-4307-b5cc-058097b43242 · inbound

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding cites this paper.

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:46:26.661819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-12T02:01:51.292863Z digest=sha256:25773b262a82a84987531d8638b2507f9084655ed97ab4b1529d69cb8e1d9a90

Observation 6c9a2e14-0300-4d57-95af-123aad36236b · inbound

Weblica: Scalable and Reproducible Training Environments for Visual Web Agents cites this paper.

Weblica: Scalable and Reproducible Training Environments for Visual Web Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:25:57.017303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-11T01:25:44.578007Z digest=sha256:9c61e26543ebfbeab417c1a244c038c1ab7105c9a99d7a1ef182f435c0362ad5

Observation eb6e3f0b-8d57-4f90-a609-d478aff921e0 · inbound

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs cites this paper.

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:01.070942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-14T21:43:29.737867Z digest=sha256:43872b022bfb64d8df54cc89048704f2ad98b63ca1e36040efa6577cc0b3270c

Observation e100977d-094b-47f2-bd8e-db3e64dbbfe5 · inbound

AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees cites this paper.

AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:23:05.534472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-20T06:20:33.874919Z digest=sha256:8ff6f249d8c623e4b63e04452c0c83bf9d38e584834ea1ae68b90ce00be7d102

Observation a1ad9e33-03c3-45fd-a773-7e2dc7b445d1 · inbound

AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications cites this paper.

AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:46.942035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T17:52:03.395181Z digest=sha256:85f6835dbb460d48cab2ab0740b12f52259ac69044c292cda2edbff15ae4d9b3

Observation 8b590869-ca96-4300-9e81-a470cc8c2223 · inbound

One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding cites this paper.

One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 121

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.804145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-06-30T06:58:01.734975Z digest=sha256:861ad8689467708a4ee15bf8323d63b2dc080e614d5d0e5be228d5957224dbc3

Observation 0d340c09-b362-4753-b5b8-5d48137c8195 · inbound

HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents cites this paper.

HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T01:50:33.149774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:50:33.149774Z digest=sha256:281217cd232ee2e2353498c8ff163d01c69a45d23d9c3ce431e92aaf2dbd1737

Observation 7af5dc2c-18be-44bf-b3f1-a310ed81d62b · inbound

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents cites this paper.

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 90

Resolution
unresolved
no resolver link, observed 2026-07-31T14:04:45.506969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T14:04:45.506969Z digest=sha256:e699d980163884f7a350ce698e207266a99e71b96e507586bfacadd86b825cc4

Observation 153b09e9-2319-4db2-80ce-174f6a2bc99d · inbound

GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs cites this paper.

GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T22:10:13.680388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:10:13.680388Z digest=sha256:3bf8ae9afc44393332a7b71034a29dabda720274817c79acc6da512eafe6606e

Observation d8cbcbfb-e4c7-4b31-b273-2a952801f668 · inbound

Software Engineering for and with GUI Agent cites this paper.

Software Engineering for and with GUI Agent MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 241

Resolution
unresolved
no resolver link, observed 2026-08-11T20:19:15.890531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:19:15.890531Z digest=sha256:cb239f02455a4cdbda5ced673ee630a0cb34948615b0a041808cf922ddfb9569

Observation 1f705c83-be6a-4330-93b6-e180812c0fe1 · inbound

LookAgain: Closed-Loop GUI Grounding with Visually Grounded Reflection cites this paper.

LookAgain: Closed-Loop GUI Grounding with Visually Grounded Reflection MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T11:59:30.223290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:59:30.223290Z digest=sha256:1e43e2c43bea434f183c57e9cb295b0344949918b26d719246219e192c790ffa

Observation 76f38c86-b80d-4f4c-83e1-828a355f1e86 · inbound

Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation cites this paper.

Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T04:23:08.244423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:23:08.244423Z digest=sha256:05b154609906bea07549f4eeac5fd2c598dc4ec4de89a5dd2bb01b1b93b764f1