Paper Citation Record · LEDGER

Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2507.17049.

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

pith.paper-citation-record.v1
2507.17049 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:38:55.769264Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

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 def5ad51-90be-40fb-8c07-f7db2bf18df8 · inbound

LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization cites this paper.

LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 652202ca-64f5-4722-82cc-7216c2281463 · inbound

LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization cites this paper.

LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T11:38:55.769264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60253026-a6e8-472c-9935-70f7f66ce39d · inbound

UAOR: Uncertainty-aware Observation Reinjection for Vision-Language-Action Models cites this paper.

UAOR: Uncertainty-aware Observation Reinjection for Vision-Language-Action Models Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-02T22:07:48.284765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611b0480-276b-413f-9311-71113bd3fcef · inbound

When to Act, Ask, or Learn: Uncertainty-Aware Policy Steering cites this paper.

When to Act, Ask, or Learn: Uncertainty-Aware Policy Steering Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e9796029-57a9-4e24-a584-ab87f242aaba · inbound

ReconVLA: An Uncertainty-Guided and Failure-Aware Vision-Language-Action Framework for Robotic Control cites this paper.

ReconVLA: An Uncertainty-Guided and Failure-Aware Vision-Language-Action Framework for Robotic Control Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 07745c56-f1e2-4864-8acf-649d9f925095 · inbound

Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms cites this paper.

Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 67

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8faddda7-af00-4e83-9e3e-3a9f02f87088 · inbound

Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents cites this paper.

Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 350c0deb-b586-4bfb-b836-95dc77e55612 · inbound

VISOR: A Vision-Language Model-based Test Oracle for Testing Robots cites this paper.

VISOR: A Vision-Language Model-based Test Oracle for Testing Robots Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 75f3ca59-5464-47c7-bcdc-436d25a921e8 · inbound

VISOR: A Vision-Language Model-based Test Oracle for Testing Robots cites this paper.

VISOR: A Vision-Language Model-based Test Oracle for Testing Robots Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 629e1668-b984-471f-a964-c54734cb6d19 · inbound

VLAMotor: Test-Guided Enhancement of Vision-Language-Action Models via Agent-BasedData Synthesis cites this paper.

VLAMotor: Test-Guided Enhancement of Vision-Language-Action Models via Agent-BasedData Synthesis Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2cfdfdea-da6f-455b-a9c9-c6aca8308690 · inbound

FATE-VLA:Failue-aware test generation for vision-language-action models cites this paper.

FATE-VLA:Failue-aware test generation for vision-language-action models Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cfc9ef6c-37b1-411c-9c53-4bcd6c99de85 · inbound

MANGO: Automated Multi-Agent Test Oracle Generation for Vision-Language-Action Models cites this paper.

MANGO: Automated Multi-Agent Test Oracle Generation for Vision-Language-Action Models Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T01:22:12.438932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.