Paper Citation Record · LEDGER

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.16094.

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

pith.paper-citation-record.v1
2607.16094 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:26:12.756909Z

measured 36 of 36 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 575369cb-bed9-4fbf-a03b-cdd5321c69a1 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.364457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff265363-d447-4857-8eb0-97805eae4453 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Understanding intermediate layers using linear classifier probes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.438049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb207d1e-ad1e-4943-a5a2-b531f0cf0cdc · outbound

This paper cites Qwen3-VL Technical Report.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Qwen3-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.546558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 436ea42a-4485-44a8-a232-56d9a9d15a70 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.605697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98315fae-9cbe-4d7e-a602-523d30839dd1 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-01T21:26:09.646120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6acefd4-ee2d-4779-91c8-df161655e5c6 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.848796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c0d2dd-ea76-497b-947d-41d68f24e63c · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.892429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77509d7-24ad-40b9-9d04-a6c124af6045 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:09.899220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d931f2f4-8967-49a9-941a-a985e7334062 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.017303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0644139d-22b3-41a1-81dc-eae42434da56 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.140001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5427786-c7fb-4579-b6ea-7cd131e35a99 · outbound

This paper cites What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.251986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 608e7f35-7917-4e9b-9f62-7e15ee1447f6 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.367842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15930bd-2992-473a-bd73-0359601edc2a · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.482519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750a0814-2520-40fa-983b-da1c4b0a79c5 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.592030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 386e9a8a-94ed-4e08-9051-4535d632bcab · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.806485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43732f8-501f-4e3b-acfd-10e9fd72505d · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.930409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f34887d-bfc9-4ea3-84a8-1a5900ce8322 · outbound

This paper cites A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.083317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4306f21e-bda3-4a08-b948-80ebf296da8e · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.197000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c3882a-63b1-442f-9f28-527a6fc91b3a · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.352114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83b81ed-fbee-4c64-b4a8-6d1d46ba8fec · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.510363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb588c93-0540-4aff-9b92-5221881b9536 · outbound

This paper cites Probing Visual Language Priors in VLMs.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Probing Visual Language Priors in VLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.622982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 068c816c-5ab3-4058-bc17-aaf1e0b3991c · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.662799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2e62dd-353b-428c-9ad8-6b3e4d87104b · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.726974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d46c534e-992e-402e-adf3-2ed8e25f8377 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.872903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd624ca3-7252-4627-9a83-909e2b043e05 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.107536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ec03805-f1b5-4082-8903-079c3136cdb9 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.178590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6bb6f2-7e05-4696-af70-2a7e4f3e9a77 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-01T21:26:12.268995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe6c3b0-4d70-44b5-9151-230e5ed0fbe0 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.343480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 957726a8-a8fa-4bdc-8ccf-ecf22f66612c · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.443842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c52fda-037a-4ec6-ad48-f4c50c0d210f · outbound

This paper cites Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.501420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1f14d05-cbfc-43b4-951e-426a635064f6 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.596676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9b03dd-23dd-47c3-ad1e-97cabd7188bc · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.689280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bae0dd-b13c-4f86-8f81-aeca4ca86197 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.733736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658c5cfa-036a-4f9a-bd20-4adb98acc026 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:12.756909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287e32b1-9179-496c-a116-d6747c979a3e · outbound

This paper cites Towards Interpreting Visual Information Processing in Vision-Language Models.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.993187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02286548-cc48-457c-aaed-b4e36ec42a43 · outbound

This paper cites an unresolved cited work.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:10.699908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.