Paper Citation Record · LEDGER

Uncertainty-Aware Evaluation for Vision-Language Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2402.14418.

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

pith.paper-citation-record.v1
2402.14418 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:39:35.796409Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:50:10.509380Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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malformed identifier0
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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 4f91482b-c689-4763-a06a-5d7a9054805b · inbound

ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos cites this paper.

ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos Uncertainty-Aware Evaluation for Vision-Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T14:51:17.569740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f513ae21-5aa6-407b-8c86-8667b84e5fe8 · inbound

Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis cites this paper.

Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis Uncertainty-Aware Evaluation for Vision-Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T13:46:28.275798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad07052-684b-44ee-8cb7-8b6d86770c9f · inbound

Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models cites this paper.

Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models Uncertainty-Aware Evaluation for Vision-Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T18:23:05.839628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0006cd5a-f01a-42fd-b7d9-4c1fca915a6c · inbound

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction cites this paper.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Uncertainty-Aware Evaluation for Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.796409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a47baca-48bd-4ff6-b2c7-bced60e43cbc · inbound

Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding cites this paper.

Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding Uncertainty-Aware Evaluation for Vision-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:54:19.542896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ccbf3d-b64b-45e7-8e09-36b109e3f375 · inbound

Are vision language models robust to uncertain inputs? cites this paper.

Are vision language models robust to uncertain inputs? Uncertainty-Aware Evaluation for Vision-Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:56.340889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb3082b7-a984-4d11-9b51-94345670eaf9 · inbound

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models cites this paper.

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models Uncertainty-Aware Evaluation for Vision-Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:03.423936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e39c86d-73b3-4325-90ed-5e9d9c28892d · inbound

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications cites this paper.

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications Uncertainty-Aware Evaluation for Vision-Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:39:49.215849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a25f59-aab6-4b2f-8e2e-9ee7b25f1692 · inbound

Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees cites this paper.

Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees Uncertainty-Aware Evaluation for Vision-Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T23:21:17.195657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39280975-ba2e-4c1b-816a-b56562c4077e · inbound

Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models cites this paper.

Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models Uncertainty-Aware Evaluation for Vision-Language Models

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:41:26.534101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a49c3ca1-3943-458b-94b0-d16b4dfe94cf · inbound

Geometry-Calibrated Conformal Abstention for Language Models cites this paper.

Geometry-Calibrated Conformal Abstention for Language Models Uncertainty-Aware Evaluation for Vision-Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:31:28.701631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c9fe674-cfd6-4f0f-b118-c3aaa0d79c3c · inbound

Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era cites this paper.

Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era Uncertainty-Aware Evaluation for Vision-Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:33:19.297814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 087c02b9-ac2d-4bc6-b4a3-5162db8424f9 · 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 Uncertainty-Aware Evaluation for Vision-Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:50:10.511690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.