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Integrity report for AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2607.08745 · pith:2026:FRXXODSNPYUTUYQVQC2JZLM52G

0Critical
0Advisory
8Detectors run
2026-07-10Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

external_links completed v1.0.0 · findings 0 · 2026-07-10 05:35:11.245375+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-07-10 02:31:08.455538+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-07-10 02:12:12.165617+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-07-10 01:57:06.016096+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-07-10 01:54:01.316578+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-07-10 01:49:40.216416+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-07-10 01:48:44.052634+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-07-10 01:22:05.552853+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/FRXXODSN/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.