Scenario in benchmark · Version 1

A page laid out in multiple columns

A PDF page laid out in multiple columns.

How the tools performed

Every in-scope tool is visible. Outcomes come from current published Results for this scenario and benchmark version.

No published results for this scenario yet.

No published result does not tell you whether a tool has been tested. Test coverage is shown only for comparable published Results.

ToolPublished outcomesTest coverageResult
No published result · alphabetical
doc2mark——No published result
Docling——No published result
GPT-5.6 terra——No published result
LiteParse——No published result
Marker——No published result
MarkItDown——No published result
MinerU——No published result
olmOCR——No published result
PaddleOCR-VL——No published result
PyMuPDF4LLM——No published result

Assessed = Pass + Fail + Not gradable. Gradable = Pass + Fail. Both use the published Result’s pinned-test denominator. — means not publicly available.

Test design

Pinned test cases
1
Disclosure
1 public · 0 withheld
Capabilities exercised here
Reading Order & Layout

What this scenario evaluates

  • Whether text is emitted in the natural reading order down each column.
  • Whether content from different columns is kept separate rather than interleaved.
  • Whether the page's reading sequence is preserved even when all text is present.

Exact wording, inputs, fixture state, expected output and detailed grading remain at the test-case level and may be withheld while the benchmark version is active. The scenario and its evaluation intent are public.

How the results are graded

  • Pass: the test-case expectations hold.
  • Fail: an expectation demonstrably does not hold.
  • Not gradable: the evidence cannot establish the outcome.

Version 1 uses test-case expectations; no scenario rubric is pinned.

Benchmark methodology →
A page laid out in multiple columns in Converting a complex PDF into clean Markdown with an open-source library | AI Demos