AI RESEARCH
MGTEVAL: An Interactive Platform for Systemtic Evaluation of Machine-Generated Text Detectors
arXiv CS.CL
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ArXi:2604.25152v1 Announce Type: cross We present MGTEVAL, an extensible platform for systematic evaluation of Machine-Generated Text (MGT) detectors. Despite rapid progress in MGT detection, existing evaluations are often fragmented across datasets, preprocessing, attacks, and metrics, making results hard to compare and reproduce. MGTEVAL organizes the workflow into four components: Dataset Building, Dataset Attack, Detector