pith. sign in

Integrity report for IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams

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

arXiv:2605.27074 · pith:2026:3X7BXFJCYSCP3KNRWJ5FFEGLKL

0Critical
0Advisory
5Detectors run
2026-06-03Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 04:35:24.838909+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-06-01 10:07:16.843193+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 01:50:18.574474+00:00
shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-27 01:49:57.929270+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 01:23:34.752089+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/3X7BXFJC/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.