Paper Citation Record · LEDGER

UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2503.15661.

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

pith.paper-citation-record.v1
2503.15661 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:02:42.609364Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:50:10.493334Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c330769a-c063-46c4-9e43-fbcc89713a65 · inbound

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning cites this paper.

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T07:02:42.609364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19cc78c7-807a-4275-a56d-bbaea56c9179 · inbound

Grounding Computer Use Agents on Human Demonstrations cites this paper.

Grounding Computer Use Agents on Human Demonstrations UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T23:06:05.050263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e24e4d6-ecd5-4db4-99be-207d548404e3 · inbound

FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios cites this paper.

FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:00:50.215027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 28df16c6-fbc3-4cbc-bbf0-eba0dcb22d13 · inbound

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding cites this paper.

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:28.871234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dddb2f6c-c819-4454-9fc3-713e578b7433 · 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 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:16:05.642754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a7304d0-733d-492f-8fd8-87a60ba4cd18 · inbound

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:31:29.596683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 358bb96c-2764-440c-8a8f-66fb49084157 · 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 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:36:08.005459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b6e05bc1-50da-4fb9-b4af-0bd5eb538eb4 · 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 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:46:26.387122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 93e6cbe4-ce13-4ae4-b77a-78dccde4d7a5 · inbound

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark cites this paper.

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:27:19.070430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89e70d6d-4fec-4ca2-b62a-60cfb431208a · inbound

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

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:48:01.091623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bccba9cc-b92e-477c-a26f-6fcd98eb17c0 · inbound

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

AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:23:05.512430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8f25b2d5-ace5-4d06-a28f-8fc3bf50e21a · inbound

AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution cites this paper.

AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-06-30T00:14:04.649378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3a54e4ff-1da8-416a-815f-8e41722d6c5d · inbound

Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets cites this paper.

Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:50:10.495128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ddad154-b359-416d-929b-ceb5a54c1a05 · 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 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:04:21.744656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1b0bbdfb-ff9c-44ab-85a4-98f9555563da · 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 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T14:04:39.783867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.