Paper Citation Record · LEDGER

Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.20421.

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

pith.paper-citation-record.v1
2405.20421 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:21:12.456215Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:03:13.848065Z

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 8ca92bd8-2432-4974-b685-cd7ef639c942 · inbound

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis cites this paper.

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:12.456215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016e4ea8-e32c-43e5-8898-5694ff9ea3e7 · inbound

Insights into a radiology-specialised multimodal large language model with sparse autoencoders cites this paper.

Insights into a radiology-specialised multimodal large language model with sparse autoencoders Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T16:40:44.700381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e46aa357-68ad-45e5-b480-acb81011443d · inbound

How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking cites this paper.

How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:03:13.849437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7ef6ef6-a40f-4223-bb8b-67154e8c4859 · inbound

DentiAsk: A VQA Benchmark for Multimodal Reasoning in Panoramic Dental Radiographs cites this paper.

DentiAsk: A VQA Benchmark for Multimodal Reasoning in Panoramic Dental Radiographs Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-13T07:15:40.242481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.