Can PDF to Quiz turn a cleanly scanned document into accurate quiz output?
PDF to Quiz passed this clean-scanned-document scenario. It produced two 14-question quiz runs from the image-only chapter, and the shown review pages include correct keys and explanations. The evidence shows an image-only scan. In the evidence shown, the later circuit questions about battery internal resistance and a voltage-divider expression are keyed correctly and derived from values printed in the chapter. The free plan limited each run to five pages, so the chapter was handled in two runs.
1 of 1 test case passed
Every test case in this scenario has a result.
The test case
Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above counts this row.
Scanned study material with no text layerPassEvidence
The tool's reply is shown in the screenshots under Proofs.
| ✓ | Expected: Valid questions and correct answers from scanned content, without omitting or misreading the study material because it has no text layer.Found: The scan is image-only, and the shown questions and keys match the chapter's numbers and circuit conventions. No omissions or material misreadings are shown. |
The evidence shows an image-only scan, yet the quiz output matches the chapter's numbers and circuit conventions. The shown review pages include correct keys and explanations, and the later chapter questions are keyed correctly from values printed in the chapter.
Beyond-chapter questions. Two extra questions use values printed in the chapter, and both are keyed correctly.
Two-run limit. The free plan allows only five pages at a time, so the scan was handled in two runs.
Configuration and setup
How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.
How this scenario is graded
How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.
Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.
- Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
- Fail: at least one expected behaviour clearly didn't happen; the row says which and quotes the tool.
- Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the row says what's missing.
Where this sits in the benchmark
This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.
| Level | Name | Scope |
|---|---|---|
| Benchmark | Quiz Generation → | 15 scenarios · 10 tools |
| Capability | Quiz Generation → | |
| Scenario | A cleanly scanned document → | |
| Tool | PDF to Quiz → |
Global scenario definition → · Global capability definition → · PDF to Quiz product page →
History of this result
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You run the same kind of test against your own setup and get the same behaviour.
Agree →Yours behaves differently. Tell us what you got, with a screenshot if you have one.
Disagree →Something here is wrong — a reference value, a transcription, a grade.
Report an issue →Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.
Vendor notice →The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.
Verify the proof files
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File fingerprints (SHA-256)
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