AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

Model reports

OfficeQA Pro

Visual QA benchmark on professional document corpus (PDF without embedded text). Scores depend on context length and image resolution.

Evaluation context and evidence

Source
Model reports
Publisher
Not recorded
Benchmark release
2025-06-01
Collected
Not recorded
Modality
Not recorded

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 2

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Hy4 preview66.2percentas printed in the report's benchmark table2026-08-28 · document_publicationHy4 preview
GLM-5.3-Flash62.4percentTreasury Bulletin PDF corpus without embedded text access, temp 1.0, top_p 0.95, max context 512K2026-08-27 · document_publicationGLM-5.3-Flash