Integrity report for From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding

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

arXiv:2605.22413 · pith:2026:MMYTWSKOVMIC627OS5QEH5IHOF

0Critical

0Advisory

7Detectors run

2026-05-30Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-30 08:04:01.691287+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-30 07:57:32.960744+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-29 04:43:40.417271+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 11:44:26.717581+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 15:50:09.573675+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-23 09:50:02.754378+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 07:53:26.334534+00:00

Findings

No public integrity findings for this paper.

Signed record

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