Integrity report for IVR-R1: Refining Trajectories through Iterative Visual-Grounded Reasoning in Reinforcement Learning

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

arXiv:2605.23997 · pith:2026:CDE6VXGVS3GGM3YYAUWMTNO5OR

0Critical

0Advisory

1Detectors run

2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-26 05:34:06.045062+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/CDE6VXGV/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.