Paper Citation Record · LEDGER

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2406.06007.

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

pith.paper-citation-record.v1
2406.06007 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:37:03.277264Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T18:41:09.460309Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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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 308159f0-5bfb-4a1d-9242-ee3295b6d507 · inbound

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback cites this paper.

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:45.327238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2af7385-cc6d-416e-94b4-ad9693c651b9 · inbound

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes cites this paper.

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:03.277264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3382be4-a904-4460-8a3b-1e7de1b34b7d · inbound

Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward cites this paper.

Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T11:01:40.025936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bd92d37-d20f-4751-9772-78eb4a1e16a6 · inbound

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning cites this paper.

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:48.234769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b3ed77-1e9f-460e-a45f-5e63451fd83c · inbound

PAC Bench: Do Foundation Models Understand Prerequisites for Executing Manipulation Policies? cites this paper.

PAC Bench: Do Foundation Models Understand Prerequisites for Executing Manipulation Policies? CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:38:51.805042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9cff548-479c-4802-bcd6-17b85b9b2706 · inbound

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T18:06:27.676220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec15513e-c7ba-42c5-a280-4db773bee185 · inbound

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine cites this paper.

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T04:50:45.300767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42799c1f-05c2-4284-9e77-1bd122a756ab · inbound

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs cites this paper.

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:09.463291Z

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 c63fefe0-e010-4fcd-a06d-2ba458ec1f88 · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 268

Resolution: unresolved; no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9fa72cd-1f18-4081-972a-5d2e8ac393d2 · inbound

Attention Without Grounding: Causal Evaluation of Visual Explanations in Medical VLMs cites this paper.

Attention Without Grounding: Causal Evaluation of Visual Explanations in Medical VLMs CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:52.463815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.