Unstructured in Converting a complex PDF into clean Markdown with a hosted API
Scenario-level performance from current published Results.
2 of 12 scenarios published
Where Unstructured failed
1 of 2 graded scenarios. Open a Result to see the conversation and the evidence.
An ordinary digital text document
Unstructured fails to keep an ordinary digital text document complete and unchanged. The returned Markdown matches the body text after page furniture is removed, but all seven page footers become headings and four body sentences are split by running-header words.
View Result →How Unstructured performed
Open a capability to explore its scenarios. Each row reports the test set in its published Result.
Scanned Document OCR1 pass1 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A cleanly scanned document | 1 Pass0 Fail0 Not gradable 1 of 1 test case passedWhat happenedUnstructured accurately recovered text from a clean, image-only scan. It preserved the certificate’s measurements, units and dates without adding text. | 1/1 assessed1/1 gradablePublished test set | View Result → |
| A document mixing digital and scanned pages | No published result | ||
Text Fidelity1 fail
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| An ordinary digital text document | 0 Pass1 Fail0 Not gradable 1 of 1 test case failedWhat happenedUnstructured fails to keep an ordinary digital text document complete and unchanged. The returned Markdown matches the body text after page furniture is removed, but all seven page footers become headings and four body sentences are split by running-header words. | 1/1 assessed1/1 gradablePublished test set | View Result → |
Code Extraction1 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A document containing a code block | No published result | ||
Equations & Mathematical Notation1 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A document containing mathematical equations | No published result | ||
Figures & Charts2 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A document with a data chart | No published result | ||
| A document with figures and captions | No published result | ||
Heading & Section Structure2 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A document with styled headings and subheadings | No published result | ||
| Footnotes at the bottom of the page | No published result | ||
Reading Order & Layout1 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A page laid out in multiple columns | No published result | ||
Table Extraction2 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A simple, clearly formatted table | No published result | ||
| A table that continues across a page break | No published result | ||
Reading these Results
Published evidence and test coverage answer different questions.
Which scenarios have a Result?
A published Result is public evidence for this tool on one scenario. “No published result” does not say whether testing has taken place.
What does each Result cover?
Assessed includes Pass, Fail and Not gradable. Gradable includes Pass and Fail. Both use the pinned test count in that published Result.
Out of 12 scenarios
The summary counts each of the 12 scenarios once. A scenario fails when any of its published test cases failed. “No published Result yet” means nothing is public for that scenario; it does not say whether Unstructured was tested on it.