Integrity report for ChartFI: Benchmarking Faithfulness and Insightfulness of Chart Descriptions from Multimodal Large Language Models

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

arXiv:2605.23694 · pith:2026:INKBZ3E5KFOWVANB53SOK5CZMK

0Critical

0Advisory

6Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 07:51:00.093429+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 05:25:45.232759+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 04:32:39.531207+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 04:18:50.165164+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 02:34:56.408509+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 02:23:39.752529+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/INKBZ3E5/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.