Work

DiagEx — reproducibility package for zero-shot P&ID-to-DEXPI digitization with a vision-language agent

Year: 2026

Type: software

Abstract: Reproducibility package for the manuscript DiagEx: Zero-Shot P&ID-to-DEXPI Digitization with a Vision-Language Agent (Koziolek, Braun, Bordis — under review). Contains the diagex Python package, the evaluation harness, ground-truth corpora for 10 public P&IDs, final results CSVs and figures for Phase 1 / Phase 2 / a no-tile ablation / a GPT-4.1 baseline, replay cassettes for offline re-derivation, and the manuscript PDF. Per-run agent transcripts and intermediate DEXPI 2.0 JSON / SVG / tile crops are in a separate supplementary deposition on Zenodo, cross-linked via related_identifiers below — replace the placeholder DOI before publishing.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.19973762

Authors: Koziolek, Heiko, Braun, Thilo, Bordis, Tabea

Institution: ABB (Germany)

Language: English

Topic: Handwritten Text Recognition Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7159843500

Cites:

Cited by:

Related to: 10