AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
Model reports
Visual QA benchmark on professional document corpus (PDF without embedded text). Scores depend on context length and image resolution.
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.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Hy4 preview | 66.2 | percent | as printed in the report's benchmark table | 2026-08-28 · document_publication | Hy4 preview |
| GLM-5.3-Flash | 62.4 | percent | Treasury Bulletin PDF corpus without embedded text access, temp 1.0, top_p 0.95, max context 512K | 2026-08-27 · document_publication | GLM-5.3-Flash |