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Paper Citation Record · LEDGER

Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.11829.

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

pith.paper-citation-record.v1
2502.11829 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 2026-08-06T18:19:58.304150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T04:26:35.764716Z

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 b9ed34aa-aa33-4dac-922b-fc4ed541434f · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-06T18:19:58.304150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:19:58.304150Z digest=sha256:a98e6846e79fc38779e2ac77b22e75af3a9833535405edc14463e3b600b08af3

Observation a88a7335-0091-4e7a-ae7c-a8d2aff592ee · inbound

SVRepair: Structured Visual Reasoning for Automated Program Repair cites this paper.

SVRepair: Structured Visual Reasoning for Automated Program Repair Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T06:11:25.600184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T06:11:25.600184Z digest=sha256:f048ce2e5b6a6101eb76e52921fc3755cd555c9602c42308bccfc006e7719546

Observation bc3995ac-cffd-4bb2-92b4-df55c4e1fa09 · inbound

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair cites this paper.

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:41:04.651840Z

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=2026-05-10T17:58:38.101578Z digest=sha256:d7de512c2e350db0a6fd8197e1b298dde340242cda2cbabd66386b034129d2b4

Observation 5b74ddd8-8df9-421f-b90d-28f182e4ecd6 · inbound

Neural Change Prediction: Relating Software Changes to Their Effects and Vice Versa cites this paper.

Neural Change Prediction: Relating Software Changes to Their Effects and Vice Versa Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-02T04:26:35.766448Z

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=2026-06-28T09:09:08.161599Z digest=sha256:be30dfc27044d504f84a9dd204d91b6b8e10c58567e6fa618e6c7f3c6d8a0561

Observation 0a3e6d1f-e1a6-43e2-b1b2-5c91c49a660f · inbound

Quantum Circuit Vision: Cost-Aware Evaluation of Visual AI Agents for Quantum Code Generation cites this paper.

Quantum Circuit Vision: Cost-Aware Evaluation of Visual AI Agents for Quantum Code Generation Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-14T00:43:41.682200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T00:43:41.682200Z digest=sha256:89874a521f281f2d36cdec1f10baba3800c2d52226a8f0a86985f9fbbd2957d4