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Paper Citation Record · LEDGER

FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2410.01089.

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

pith.paper-citation-record.v1
2410.01089 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:09.742511Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:01:04.991188Z

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 4fc514d2-f23d-4523-92ef-3a8a8d64ad70 · inbound

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation cites this paper.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.742511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.742511Z digest=sha256:6b7c011078b16821f3f0c43899509eedfb73c354f92645eacce593f2cb7667cd

Observation 7befcee0-65f9-4bd7-a0ea-7c813d5b32cb · inbound

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models cites this paper.

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 18

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T23:01:04.995542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:01:04.680691Z digest=sha256:a32a739602fd81fa90a369f1ba1057627c9fc04007c148b68111039b6f0f5305

Observation f17a25e8-a275-4297-a748-ac3219f2fb12 · inbound

MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation cites this paper.

MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T13:29:58.394416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:29:58.394416Z digest=sha256:38559cf8cb71593f8ef50f37d758beda229ffa38c26e7a2bc3c4f2595ef3f397

Observation 995b4c61-4fbe-4809-bedf-46e9231d41b0 · inbound

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding cites this paper.

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T10:49:58.817740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:49:58.817740Z digest=sha256:7ac30f4c0ae68a5af42fe5c495b684090f676a67e58a817e558b595267bca59c

Observation ad87127d-d812-4fec-b437-25136fa38ecb · inbound

DUCX: Decomposing Unfairness in Tool-Using Chest X-ray Agents cites this paper.

DUCX: Decomposing Unfairness in Tool-Using Chest X-ray Agents FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T19:51:08.563644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:51:08.563644Z digest=sha256:b5232945d4992413db927751d80926ffdd6cb175b821b9f707dfa0fb905f16fb